Pandas Profiling Report

Dataset statistics

Number of variables	142
Number of observations	290202
Missing cells	1864909
Missing cells (%)	4.5%
Total size in memory	314.4 MiB
Average record size in memory	1.1 KiB

Variable types

Numeric	112
Categorical	30

Alerts

`m1_mission_completed` has constant value "3.0"	Constant
`m2_mission_completed` has constant value "4.0"	Constant
`m3_mission_completed` has constant value "5.0"	Constant
`m4_mission_completed` has constant value "6.0"	Constant
`m5_mission_completed` has constant value "7.0"	Constant
`m6_mission_completed` has constant value "8.0"	Constant
`m7_mission_completed` has constant value "9.0"	Constant
`m8_mission_completed` has constant value "10.0"	Constant
`m9_mission_completed` has constant value "11.0"	Constant
`m10_mission_completed` has constant value "12"	Constant
`m1_mission_id` has a high cardinality: 151 distinct values	High cardinality
`m1_geo_country` has a high cardinality: 218 distinct values	High cardinality
`m1_event_timestamp` has a high cardinality: 270320 distinct values	High cardinality
`m2_mission_id` has a high cardinality: 153 distinct values	High cardinality
`m2_geo_country` has a high cardinality: 217 distinct values	High cardinality
`m2_event_timestamp` has a high cardinality: 271135 distinct values	High cardinality
`m3_mission_id` has a high cardinality: 157 distinct values	High cardinality
`m3_geo_country` has a high cardinality: 219 distinct values	High cardinality
`m3_event_timestamp` has a high cardinality: 272031 distinct values	High cardinality
`m4_mission_id` has a high cardinality: 149 distinct values	High cardinality
`m4_geo_country` has a high cardinality: 219 distinct values	High cardinality
`m4_event_timestamp` has a high cardinality: 273533 distinct values	High cardinality
`m5_mission_id` has a high cardinality: 146 distinct values	High cardinality
`m5_geo_country` has a high cardinality: 218 distinct values	High cardinality
`m5_event_timestamp` has a high cardinality: 275016 distinct values	High cardinality
`m6_mission_id` has a high cardinality: 141 distinct values	High cardinality
`m6_geo_country` has a high cardinality: 219 distinct values	High cardinality
`m6_event_timestamp` has a high cardinality: 276801 distinct values	High cardinality
`m7_mission_id` has a high cardinality: 152 distinct values	High cardinality
`m7_geo_country` has a high cardinality: 219 distinct values	High cardinality
`m8_event_timestamp` has a high cardinality: 278920 distinct values	High cardinality
`m8_mission_id` has a high cardinality: 148 distinct values	High cardinality
`m8_geo_country` has a high cardinality: 220 distinct values	High cardinality
`m8_event_timestamp_1` has a high cardinality: 281076 distinct values	High cardinality
`m9_mission_id` has a high cardinality: 157 distinct values	High cardinality
`m9_geo_country` has a high cardinality: 220 distinct values	High cardinality
`m9_event_timestamp` has a high cardinality: 284181 distinct values	High cardinality
`m10_mission_id` has a high cardinality: 184 distinct values	High cardinality
`m10_geo_country` has a high cardinality: 220 distinct values	High cardinality
`m10_event_timestamp` has a high cardinality: 290184 distinct values	High cardinality
`m1_mission_completed` has 19853 (6.8%) missing values	Missing
`m1_mission_id` has 19853 (6.8%) missing values	Missing
`m1_mission_difficulty` has 19853 (6.8%) missing values	Missing
`m1_mission_stars_collected` has 19853 (6.8%) missing values	Missing
`m1_day_auto_increment` has 19854 (6.8%) missing values	Missing
`m1_lifetime_played_runs` has 20658 (7.1%) missing values	Missing
`m1_max_run_distance` has 20658 (7.1%) missing values	Missing
`m1_total_purchases_virtual` has 20675 (7.1%) missing values	Missing
`m1_total_ads_watched` has 20680 (7.1%) missing values	Missing
`m1_total_purchases_real` has 20680 (7.1%) missing values	Missing
`m1_geo_country` has 19995 (6.9%) missing values	Missing
`m1_days_played_in_month` has 20659 (7.1%) missing values	Missing
`m1_virtual_currency_balance` has 20658 (7.1%) missing values	Missing
`m1_event_timestamp` has 19853 (6.8%) missing values	Missing
`m2_mission_completed` has 19044 (6.6%) missing values	Missing
`m2_mission_id` has 19044 (6.6%) missing values	Missing
`m2_mission_difficulty` has 19044 (6.6%) missing values	Missing
`m2_mission_stars_collected` has 19044 (6.6%) missing values	Missing
`m2_day_auto_increment` has 19045 (6.6%) missing values	Missing
`m2_lifetime_played_runs` has 19857 (6.8%) missing values	Missing
`m2_max_run_distance` has 19857 (6.8%) missing values	Missing
`m2_total_purchases_virtual` has 19870 (6.8%) missing values	Missing
`m2_total_ads_watched` has 19877 (6.8%) missing values	Missing
`m2_total_purchases_real` has 19877 (6.8%) missing values	Missing
`m2_geo_country` has 19204 (6.6%) missing values	Missing
`m2_days_played_in_month` has 19858 (6.8%) missing values	Missing
`m2_virtual_currency_balance` has 19857 (6.8%) missing values	Missing
`m2_event_timestamp` has 19044 (6.6%) missing values	Missing
`m3_mission_completed` has 18156 (6.3%) missing values	Missing
`m3_mission_id` has 18156 (6.3%) missing values	Missing
`m3_mission_difficulty` has 18156 (6.3%) missing values	Missing
`m3_mission_stars_collected` has 18156 (6.3%) missing values	Missing
`m3_day_auto_increment` has 18157 (6.3%) missing values	Missing
`m3_lifetime_played_runs` has 18975 (6.5%) missing values	Missing
`m3_max_run_distance` has 18975 (6.5%) missing values	Missing
`m3_total_purchases_virtual` has 18987 (6.5%) missing values	Missing
`m3_total_ads_watched` has 18993 (6.5%) missing values	Missing
`m3_total_purchases_real` has 18995 (6.5%) missing values	Missing
`m3_geo_country` has 18338 (6.3%) missing values	Missing
`m3_days_played_in_month` has 18976 (6.5%) missing values	Missing
`m3_virtual_currency_balance` has 18975 (6.5%) missing values	Missing
`m3_event_timestamp` has 18156 (6.3%) missing values	Missing
`m4_mission_completed` has 16653 (5.7%) missing values	Missing
`m4_mission_id` has 16653 (5.7%) missing values	Missing
`m4_mission_difficulty` has 16653 (5.7%) missing values	Missing
`m4_mission_stars_collected` has 16653 (5.7%) missing values	Missing
`m4_day_auto_increment` has 16656 (5.7%) missing values	Missing
`m4_lifetime_played_runs` has 17489 (6.0%) missing values	Missing
`m4_max_run_distance` has 17489 (6.0%) missing values	Missing
`m4_total_purchases_virtual` has 17500 (6.0%) missing values	Missing
`m4_total_ads_watched` has 17501 (6.0%) missing values	Missing
`m4_total_purchases_real` has 17506 (6.0%) missing values	Missing
`m4_geo_country` has 16874 (5.8%) missing values	Missing
`m4_days_played_in_month` has 17490 (6.0%) missing values	Missing
`m4_virtual_currency_balance` has 17489 (6.0%) missing values	Missing
`m4_event_timestamp` has 16653 (5.7%) missing values	Missing
`m5_mission_completed` has 15171 (5.2%) missing values	Missing
`m5_mission_id` has 15171 (5.2%) missing values	Missing
`m5_mission_difficulty` has 15171 (5.2%) missing values	Missing
`m5_mission_stars_collected` has 15171 (5.2%) missing values	Missing
`m5_day_auto_increment` has 15174 (5.2%) missing values	Missing
`m5_lifetime_played_runs` has 16013 (5.5%) missing values	Missing
`m5_max_run_distance` has 16014 (5.5%) missing values	Missing
`m5_total_purchases_virtual` has 16025 (5.5%) missing values	Missing
`m5_total_ads_watched` has 16022 (5.5%) missing values	Missing
`m5_total_purchases_real` has 16030 (5.5%) missing values	Missing
`m5_geo_country` has 15438 (5.3%) missing values	Missing
`m5_days_played_in_month` has 16015 (5.5%) missing values	Missing
`m5_virtual_currency_balance` has 16013 (5.5%) missing values	Missing
`m5_event_timestamp` has 15171 (5.2%) missing values	Missing
`m6_mission_completed` has 13386 (4.6%) missing values	Missing
`m6_mission_id` has 13386 (4.6%) missing values	Missing
`m6_mission_difficulty` has 13386 (4.6%) missing values	Missing
`m6_mission_stars_collected` has 13386 (4.6%) missing values	Missing
`m6_day_auto_increment` has 13388 (4.6%) missing values	Missing
`m6_lifetime_played_runs` has 14232 (4.9%) missing values	Missing
`m6_max_run_distance` has 14233 (4.9%) missing values	Missing
`m6_total_purchases_virtual` has 14242 (4.9%) missing values	Missing
`m6_total_ads_watched` has 14237 (4.9%) missing values	Missing
`m6_total_purchases_real` has 14247 (4.9%) missing values	Missing
`m6_geo_country` has 13710 (4.7%) missing values	Missing
`m6_days_played_in_month` has 14234 (4.9%) missing values	Missing
`m6_virtual_currency_balance` has 14232 (4.9%) missing values	Missing
`m6_event_timestamp` has 13386 (4.6%) missing values	Missing
`m7_mission_completed` has 11269 (3.9%) missing values	Missing
`m7_mission_id` has 11269 (3.9%) missing values	Missing
`m7_mission_difficulty` has 11269 (3.9%) missing values	Missing
`m7_mission_stars_collected` has 11269 (3.9%) missing values	Missing
`m7_day_auto_increment` has 11271 (3.9%) missing values	Missing
`m7_lifetime_played_runs` has 12122 (4.2%) missing values	Missing
`m7_max_run_distance` has 12123 (4.2%) missing values	Missing
`m7_total_purchases_virtual` has 12131 (4.2%) missing values	Missing
`m7_total_ads_watched` has 12126 (4.2%) missing values	Missing
`m7_total_purchases_real` has 12136 (4.2%) missing values	Missing
`m7_geo_country` has 11683 (4.0%) missing values	Missing
`m7_days_played_in_month` has 12124 (4.2%) missing values	Missing
`m7_virtual_currency_balance` has 12122 (4.2%) missing values	Missing
`m8_event_timestamp` has 11269 (3.9%) missing values	Missing
`m8_mission_completed` has 9107 (3.1%) missing values	Missing
`m8_mission_id` has 9107 (3.1%) missing values	Missing
`m8_mission_difficulty` has 9107 (3.1%) missing values	Missing
`m8_mission_stars_collected` has 9107 (3.1%) missing values	Missing
`m8_day_auto_increment` has 9110 (3.1%) missing values	Missing
`m8_lifetime_played_runs` has 9986 (3.4%) missing values	Missing
`m8_max_run_distance` has 9987 (3.4%) missing values	Missing
`m8_total_purchases_virtual` has 9993 (3.4%) missing values	Missing
`m8_total_ads_watched` has 9990 (3.4%) missing values	Missing
`m8_total_purchases_real` has 10000 (3.4%) missing values	Missing
`m8_geo_country` has 9620 (3.3%) missing values	Missing
`m8_days_played_in_month` has 9988 (3.4%) missing values	Missing
`m8_virtual_currency_balance` has 9986 (3.4%) missing values	Missing
`m8_event_timestamp_1` has 9107 (3.1%) missing values	Missing
`m9_mission_completed` has 6003 (2.1%) missing values	Missing
`m9_mission_id` has 6003 (2.1%) missing values	Missing
`m9_mission_difficulty` has 6003 (2.1%) missing values	Missing
`m9_mission_stars_collected` has 6003 (2.1%) missing values	Missing
`m9_day_auto_increment` has 6005 (2.1%) missing values	Missing
`m9_lifetime_played_runs` has 6900 (2.4%) missing values	Missing
`m9_max_run_distance` has 6901 (2.4%) missing values	Missing
`m9_total_purchases_virtual` has 6907 (2.4%) missing values	Missing
`m9_total_ads_watched` has 6903 (2.4%) missing values	Missing
`m9_total_purchases_real` has 6913 (2.4%) missing values	Missing
`m9_geo_country` has 6624 (2.3%) missing values	Missing
`m9_days_played_in_month` has 6902 (2.4%) missing values	Missing
`m9_virtual_currency_balance` has 6900 (2.4%) missing values	Missing
`m9_event_timestamp` has 6003 (2.1%) missing values	Missing
`m1_mission_stars_collected` is highly skewed (γ1 = 475.0272354)	Skewed
`m1_day_auto_increment` is highly skewed (γ1 = 77.49064546)	Skewed
`m1_lifetime_played_runs` is highly skewed (γ1 = 125.4161283)	Skewed
`m1_total_purchases_virtual` is highly skewed (γ1 = 330.113893)	Skewed
`m1_total_ads_watched` is highly skewed (γ1 = 114.7383394)	Skewed
`m1_total_purchases_real` is highly skewed (γ1 = 80.30809225)	Skewed
`m1_days_played_in_month` is highly skewed (γ1 = 134.0400439)	Skewed
`m1_virtual_currency_balance` is highly skewed (γ1 = 57.81048324)	Skewed
`m2_mission_stars_collected` is highly skewed (γ1 = 481.9460854)	Skewed
`m2_day_auto_increment` is highly skewed (γ1 = 75.9365646)	Skewed
`m2_lifetime_played_runs` is highly skewed (γ1 = 71.98398908)	Skewed
`m2_total_purchases_virtual` is highly skewed (γ1 = 329.1329829)	Skewed
`m2_total_ads_watched` is highly skewed (γ1 = 50.47589978)	Skewed
`m2_total_purchases_real` is highly skewed (γ1 = 82.33198315)	Skewed
`m2_days_played_in_month` is highly skewed (γ1 = 129.975719)	Skewed
`m2_virtual_currency_balance` is highly skewed (γ1 = 57.87928316)	Skewed
`m3_mission_stars_collected` is highly skewed (γ1 = 458.4773471)	Skewed
`m3_day_auto_increment` is highly skewed (γ1 = 76.0608668)	Skewed
`m3_lifetime_played_runs` is highly skewed (γ1 = 48.68875937)	Skewed
`m3_total_purchases_virtual` is highly skewed (γ1 = 327.6302326)	Skewed
`m3_total_ads_watched` is highly skewed (γ1 = 29.91838413)	Skewed
`m3_total_purchases_real` is highly skewed (γ1 = 79.0758152)	Skewed
`m3_days_played_in_month` is highly skewed (γ1 = 130.1876051)	Skewed
`m3_virtual_currency_balance` is highly skewed (γ1 = 57.7940809)	Skewed
`m4_mission_stars_collected` is highly skewed (γ1 = 465.7553776)	Skewed
`m4_day_auto_increment` is highly skewed (γ1 = 75.47143594)	Skewed
`m4_lifetime_played_runs` is highly skewed (γ1 = 31.49690942)	Skewed
`m4_total_purchases_virtual` is highly skewed (γ1 = 299.5996048)	Skewed
`m4_total_purchases_real` is highly skewed (γ1 = 71.06021205)	Skewed
`m4_days_played_in_month` is highly skewed (γ1 = 134.8258136)	Skewed
`m4_virtual_currency_balance` is highly skewed (γ1 = 57.76220075)	Skewed
`m5_mission_stars_collected` is highly skewed (γ1 = 471.0892842)	Skewed
`m5_day_auto_increment` is highly skewed (γ1 = 74.89911679)	Skewed
`m5_total_purchases_virtual` is highly skewed (γ1 = 298.7364004)	Skewed
`m5_total_purchases_real` is highly skewed (γ1 = 69.80833835)	Skewed
`m5_days_played_in_month` is highly skewed (γ1 = 130.8964286)	Skewed
`m5_virtual_currency_balance` is highly skewed (γ1 = 57.90011752)	Skewed
`m6_mission_stars_collected` is highly skewed (γ1 = 471.1581147)	Skewed
`m6_day_auto_increment` is highly skewed (γ1 = 75.14204332)	Skewed
`m6_total_purchases_virtual` is highly skewed (γ1 = 299.4812651)	Skewed
`m6_total_purchases_real` is highly skewed (γ1 = 67.45228441)	Skewed
`m6_days_played_in_month` is highly skewed (γ1 = 131.3209333)	Skewed
`m6_virtual_currency_balance` is highly skewed (γ1 = 57.77363696)	Skewed
`m7_mission_stars_collected` is highly skewed (γ1 = 466.8654078)	Skewed
`m7_day_auto_increment` is highly skewed (γ1 = 75.42897821)	Skewed
`m7_total_purchases_virtual` is highly skewed (γ1 = 264.6915954)	Skewed
`m7_total_purchases_real` is highly skewed (γ1 = 61.0267545)	Skewed
`m7_days_played_in_month` is highly skewed (γ1 = 131.8220866)	Skewed
`m7_virtual_currency_balance` is highly skewed (γ1 = 57.97532777)	Skewed
`m8_mission_stars_collected` is highly skewed (γ1 = 449.6543826)	Skewed
`m8_day_auto_increment` is highly skewed (γ1 = 74.22039352)	Skewed
`m8_total_purchases_virtual` is highly skewed (γ1 = 265.9184824)	Skewed
`m8_total_purchases_real` is highly skewed (γ1 = 59.82408446)	Skewed
`m8_days_played_in_month` is highly skewed (γ1 = 132.3274821)	Skewed
`m8_virtual_currency_balance` is highly skewed (γ1 = 57.85087579)	Skewed
`m9_mission_stars_collected` is highly skewed (γ1 = 447.0676165)	Skewed
`m9_day_auto_increment` is highly skewed (γ1 = 74.6294122)	Skewed
`m9_total_purchases_virtual` is highly skewed (γ1 = 253.8750147)	Skewed
`m9_total_purchases_real` is highly skewed (γ1 = 56.55787071)	Skewed
`m9_days_played_in_month` is highly skewed (γ1 = 133.0542653)	Skewed
`m9_virtual_currency_balance` is highly skewed (γ1 = 57.10313797)	Skewed
`m10_mission_stars_collected` is highly skewed (γ1 = 459.9123883)	Skewed
`m10_day_auto_increment` is highly skewed (γ1 = 73.2881184)	Skewed
`m10_total_purchases_virtual` is highly skewed (γ1 = 255.9361843)	Skewed
`m10_total_purchases_real` is highly skewed (γ1 = 59.05094756)	Skewed
`m10_days_played_in_month` is highly skewed (γ1 = 130.4320874)	Skewed
`m10_virtual_currency_balance` is highly skewed (γ1 = 56.61148308)	Skewed
`target_max_day_played` is highly skewed (γ1 = 70.71445823)	Skewed
`m1_mission_stars_collected` has 6193 (2.1%) zeros	Zeros
`m1_day_auto_increment` has 223332 (77.0%) zeros	Zeros
`m1_lifetime_played_runs` has 5670 (2.0%) zeros	Zeros
`m1_max_run_distance` has 5676 (2.0%) zeros	Zeros
`m1_total_purchases_virtual` has 195898 (67.5%) zeros	Zeros
`m1_total_ads_watched` has 256912 (88.5%) zeros	Zeros
`m1_total_purchases_real` has 268954 (92.7%) zeros	Zeros
`m1_days_played_in_month` has 231712 (79.8%) zeros	Zeros
`m2_day_auto_increment` has 216821 (74.7%) zeros	Zeros
`m2_total_purchases_virtual` has 178926 (61.7%) zeros	Zeros
`m2_total_ads_watched` has 233584 (80.5%) zeros	Zeros
`m2_total_purchases_real` has 269706 (92.9%) zeros	Zeros
`m2_days_played_in_month` has 226472 (78.0%) zeros	Zeros
`m3_day_auto_increment` has 210612 (72.6%) zeros	Zeros
`m3_total_purchases_virtual` has 166948 (57.5%) zeros	Zeros
`m3_total_ads_watched` has 208741 (71.9%) zeros	Zeros
`m3_total_purchases_real` has 270514 (93.2%) zeros	Zeros
`m3_days_played_in_month` has 221453 (76.3%) zeros	Zeros
`m4_day_auto_increment` has 197470 (68.0%) zeros	Zeros
`m4_total_purchases_virtual` has 150302 (51.8%) zeros	Zeros
`m4_total_ads_watched` has 161976 (55.8%) zeros	Zeros
`m4_total_purchases_real` has 271840 (93.7%) zeros	Zeros
`m4_days_played_in_month` has 210295 (72.5%) zeros	Zeros
`m5_day_auto_increment` has 182907 (63.0%) zeros	Zeros
`m5_total_purchases_virtual` has 137405 (47.3%) zeros	Zeros
`m5_total_ads_watched` has 124398 (42.9%) zeros	Zeros
`m5_total_purchases_real` has 273103 (94.1%) zeros	Zeros
`m5_days_played_in_month` has 197537 (68.1%) zeros	Zeros
`m6_day_auto_increment` has 166821 (57.5%) zeros	Zeros
`m6_total_purchases_virtual` has 125116 (43.1%) zeros	Zeros
`m6_total_ads_watched` has 99622 (34.3%) zeros	Zeros
`m6_total_purchases_real` has 274542 (94.6%) zeros	Zeros
`m6_days_played_in_month` has 183316 (63.2%) zeros	Zeros
`m7_day_auto_increment` has 148822 (51.3%) zeros	Zeros
`m7_total_purchases_virtual` has 112407 (38.7%) zeros	Zeros
`m7_total_ads_watched` has 87802 (30.3%) zeros	Zeros
`m7_total_purchases_real` has 276181 (95.2%) zeros	Zeros
`m7_days_played_in_month` has 167164 (57.6%) zeros	Zeros
`m8_day_auto_increment` has 134830 (46.5%) zeros	Zeros
`m8_total_purchases_virtual` has 103590 (35.7%) zeros	Zeros
`m8_total_ads_watched` has 85238 (29.4%) zeros	Zeros
`m8_total_purchases_real` has 277867 (95.7%) zeros	Zeros
`m8_days_played_in_month` has 154675 (53.3%) zeros	Zeros
`m9_day_auto_increment` has 118514 (40.8%) zeros	Zeros
`m9_total_purchases_virtual` has 93916 (32.4%) zeros	Zeros
`m9_total_ads_watched` has 82694 (28.5%) zeros	Zeros
`m9_total_purchases_real` has 280577 (96.7%) zeros	Zeros
`m9_days_played_in_month` has 140325 (48.4%) zeros	Zeros
`m10_day_auto_increment` has 94600 (32.6%) zeros	Zeros
`m10_total_purchases_virtual` has 77704 (26.8%) zeros	Zeros
`m10_total_ads_watched` has 79406 (27.4%) zeros	Zeros
`m10_total_purchases_real` has 286034 (98.6%) zeros	Zeros
`m10_days_played_in_month` has 120598 (41.6%) zeros	Zeros
`target_max_day_played` has 23409 (8.1%) zeros	Zeros

Reproduction

Analysis started	2022-05-23 09:00:14.876505
Analysis finished	2022-05-23 09:00:26.834299
Duration	11.96 seconds
Software version	pandas-profiling v3.1.0
Download configuration	config.json

user_pseudo_id
Real number (ℝ_≥0)

Distinct	269972
Distinct (%)	93.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	51533412.51

Minimum	794
Maximum	99999617
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	794
5-th percentile	5363352.85
Q1	26787480
median	53708543.5
Q3	73141943
95-th percentile	94568120.5
Maximum	99999617
Range	99998823
Interquartile range (IQR)	46354463

Descriptive statistics

Standard deviation	28443493.01
Coefficient of variation (CV)	0.5519427421
Kurtosis	-1.185178714
Mean	51533412.51
Median Absolute Deviation (MAD)	23128196.5
Skewness	-0.1311219573
Sum	1.495509938 × 10¹³
Variance	8.090322945 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
72706784	19853	6.8%
70089430	3	< 0.1%
6259985	2	< 0.1%
93773501	2	< 0.1%
91796084	2	< 0.1%
82009267	2	< 0.1%
95374759	2	< 0.1%
24944688	2	< 0.1%
56225583	2	< 0.1%
30154559	2	< 0.1%
Other values (269962)	270330	93.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
794	1	< 0.1%
943	1	< 0.1%
1030	1	< 0.1%
2511	1	< 0.1%
2723	1	< 0.1%

Value	Count	Frequency (%)
99999617	1	< 0.1%
99999432	1	< 0.1%
99999334	1	< 0.1%
99998701	1	< 0.1%
99998367	1	< 0.1%

m1_mission_completed
Real number (ℝ_≥0)

CONSTANT
MISSING
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	19853
Missing (%)	6.8%
Infinite	0
Infinite (%)	0.0%
Mean	3

Minimum	3
Maximum	3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	3
5-th percentile	3
Q1	3
median	3
Q3	3
95-th percentile	3
Maximum	3
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	0
Kurtosis	0
Mean	3
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	811047
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
3	270349	93.2%
(Missing)	19853	6.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3	270349	93.2%

Value	Count	Frequency (%)
3	270349	93.2%

m1_mission_id
Categorical

HIGH CARDINALITY
MISSING

Distinct	151
Distinct (%)	0.1%
Missing	19853
Missing (%)	6.8%
Memory size	2.2 MiB

Mission115	162452
Mission113	82567
Mission94	13187
Mission109	11069
Mission122	522
Other values (146)	552

Overview
Categories

Unique

Unique	48 ?
Unique (%)	< 0.1%

Sample

1st row	Mission94
2nd row	Mission113
3rd row	Mission109
4th row	Mission94
5th row	Mission115

Common Values

Value	Count	Frequency (%)
Mission115	162452	56.0%
Mission113	82567	28.5%
Mission94	13187	4.5%
Mission109	11069	3.8%
Mission122	522	0.2%
Mission11	54	< 0.1%
Dynamic6	22	< 0.1%
Dynamic5	21	< 0.1%
Dynamic146	17	< 0.1%
Mission75	16	< 0.1%
Other values (141)	422	0.1%
(Missing)	19853	6.8%

m1_mission_difficulty
Real number (ℝ_≥0)

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	19853
Missing (%)	6.8%
Infinite	0
Infinite (%)	0.0%
Mean	1.04926225

Minimum	1
Maximum	3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	3
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2164838224
Coefficient of variation (CV)	0.2063200334
Kurtosis	15.41501726
Mean	1.04926225
Median Absolute Deviation (MAD)	0
Skewness	4.169890832
Sum	283667
Variance	0.04686524537
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
1	257035	88.6%
2	13310	4.6%
3	4	< 0.1%
(Missing)	19853	6.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	257035	88.6%
2	13310	4.6%
3	4	< 0.1%

Value	Count	Frequency (%)
3	4	< 0.1%
2	13310	4.6%
1	257035	88.6%

m1_mission_stars_collected
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct	24
Distinct (%)	< 0.1%
Missing	19853
Missing (%)	6.8%
Infinite	0
Infinite (%)	0.0%
Mean	2.824452837

Minimum	0
Maximum	1759
Zeros	6193
Zeros (%)	2.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	3
Q3	3
95-th percentile	3
Maximum	1759
Range	1759
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.48492274
Coefficient of variation (CV)	1.233839948
Kurtosis	238667.2878
Mean	2.824452837
Median Absolute Deviation (MAD)	0
Skewness	475.0272354
Sum	763588
Variance	12.1446865
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
3	245622	84.6%
1	14135	4.9%
0	6193	2.1%
2	3823	1.3%
4	413	0.1%
5	113	< 0.1%
6	30	< 0.1%
8	2	< 0.1%
18	2	< 0.1%
32	2	< 0.1%
Other values (14)	14	< 0.1%
(Missing)	19853	6.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6193	2.1%
1	14135	4.9%
2	3823	1.3%
3	245622	84.6%
4	413	0.1%

Value	Count	Frequency (%)
1759	1	< 0.1%
262	1	< 0.1%
107	1	< 0.1%
66	1	< 0.1%
60	1	< 0.1%

m1_day_auto_increment
Real number (ℝ)

MISSING
SKEWED
ZEROS

Distinct	24
Distinct (%)	< 0.1%
Missing	19854
Missing (%)	6.8%
Infinite	0
Infinite (%)	0.0%
Mean	1664.731424

Minimum	-1
Maximum	10000000
Zeros	223332
Zeros (%)	77.0%
Negative	500
Negative (%)	0.2%
Memory size	2.2 MiB

Quantile statistics

Minimum	-1
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	10000000
Range	10000001
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	129005.8148
Coefficient of variation (CV)	77.49347009
Kurtosis	6002.844542
Mean	1664.731424
Median Absolute Deviation (MAD)	0
Skewness	77.49064546
Sum	450056811
Variance	1.664250025 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	223332	77.0%
1	38814	13.4%
2	5737	2.0%
3	1273	0.4%
-1	500	0.2%
4	380	0.1%
5	144	< 0.1%
6	64	< 0.1%
9999999	38	< 0.1%
7	18	< 0.1%
Other values (14)	48	< 0.1%
(Missing)	19854	6.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	500	0.2%
0	223332	77.0%
1	38814	13.4%
2	5737	2.0%
3	1273	0.4%

Value	Count	Frequency (%)
10000000	7	< 0.1%
9999999	38	< 0.1%
35	1	< 0.1%
24	1	< 0.1%
22	2	< 0.1%

m1_lifetime_played_runs
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct	65
Distinct (%)	< 0.1%
Missing	20658
Missing (%)	7.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.221730033

Minimum	0
Maximum	454
Zeros	5670
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	454
Range	454
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.549424278
Coefficient of variation (CV)	1.268221486
Kurtosis	30085.88492
Mean	1.221730033
Median Absolute Deviation (MAD)	0
Skewness	125.4161283
Sum	329310
Variance	2.400715592
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	220067	75.8%
2	35797	12.3%
0	5670	2.0%
3	4768	1.6%
4	1421	0.5%
5	619	0.2%
6	353	0.1%
7	210	0.1%
8	119	< 0.1%
10	86	< 0.1%
Other values (55)	434	0.1%
(Missing)	20658	7.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5670	2.0%
1	220067	75.8%
2	35797	12.3%
3	4768	1.6%
4	1421	0.5%

Value	Count	Frequency (%)
454	1	< 0.1%
207	1	< 0.1%
180	1	< 0.1%
157	1	< 0.1%
149	1	< 0.1%

m1_max_run_distance
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	4023
Distinct (%)	1.5%
Missing	20658
Missing (%)	7.1%
Infinite	0
Infinite (%)	0.0%
Mean	1473.321009

Minimum	0
Maximum	26452
Zeros	5676
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	1014
Q1	1173
median	1346
Q3	1659
95-th percentile	2472
Maximum	26452
Range	26452
Interquartile range (IQR)	486

Descriptive statistics

Standard deviation	536.0892388
Coefficient of variation (CV)	0.3638645181
Kurtosis	41.23635832
Mean	1473.321009
Median Absolute Deviation (MAD)	205
Skewness	1.997946615
Sum	397124838
Variance	287391.672
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	5676	2.0%
1145	548	0.2%
1160	541	0.2%
1153	537	0.2%
1148	532	0.2%
1167	528	0.2%
1159	526	0.2%
1163	524	0.2%
1154	522	0.2%
1158	522	0.2%
Other values (4013)	259088	89.3%
(Missing)	20658	7.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5676	2.0%
104	1	< 0.1%
116	1	< 0.1%
117	1	< 0.1%
118	2	< 0.1%

Value	Count	Frequency (%)
26452	1	< 0.1%
24648	1	< 0.1%
17170	1	< 0.1%
14366	1	< 0.1%
12922	1	< 0.1%

m1_total_purchases_virtual
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct	1701
Distinct (%)	0.6%
Missing	20675
Missing (%)	7.1%
Infinite	0
Infinite (%)	0.0%
Mean	40409.23953

Minimum	0
Maximum	1243550000
Zeros	195898
Zeros (%)	67.5%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1500
95-th percentile	4500
Maximum	1243550000
Range	1243550000
Interquartile range (IQR)	1500

Descriptive statistics

Standard deviation	2888505.951
Coefficient of variation (CV)	71.48132419
Kurtosis	131915.2552
Mean	40409.23953
Median Absolute Deviation (MAD)	0
Skewness	330.113893
Sum	1.08913811 × 10¹⁰
Variance	8.343466629 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	195898	67.5%
1500	32749	11.3%
4000	13123	4.5%
3000	5471	1.9%
5500	4923	1.7%
4500	4461	1.5%
500	3170	1.1%
2000	2161	0.7%
5000	1693	0.6%
1000	917	0.3%
Other values (1691)	4961	1.7%
(Missing)	20675	7.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	195898	67.5%
500	3170	1.1%
1000	917	0.3%
1500	32749	11.3%
2000	2161	0.7%

Value	Count	Frequency (%)
1243550000	1	< 0.1%
470000000	1	< 0.1%
393856000	1	< 0.1%
223548000	1	< 0.1%
223547000	1	< 0.1%

m1_total_ads_watched
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct	37
Distinct (%)	< 0.1%
Missing	20680
Missing (%)	7.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.07225013171

Minimum	0
Maximum	187
Zeros	256912
Zeros (%)	88.5%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	187
Range	187
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.6865475859
Coefficient of variation (CV)	9.502371409
Kurtosis	25001.47893
Mean	0.07225013171
Median Absolute Deviation (MAD)	0
Skewness	114.7383394
Sum	19473
Variance	0.4713475877
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=37)

Value	Count	Frequency (%)
0	256912	88.5%
1	9684	3.3%
2	1765	0.6%
3	548	0.2%
4	222	0.1%
5	134	< 0.1%
6	74	< 0.1%
7	46	< 0.1%
9	26	< 0.1%
8	25	< 0.1%
Other values (27)	86	< 0.1%
(Missing)	20680	7.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	256912	88.5%
1	9684	3.3%
2	1765	0.6%
3	548	0.2%
4	222	0.1%

Value	Count	Frequency (%)
187	1	< 0.1%
110	1	< 0.1%
92	1	< 0.1%
72	1	< 0.1%
55	1	< 0.1%

m1_total_purchases_real
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct	225
Distinct (%)	0.1%
Missing	20680
Missing (%)	7.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.01198462463

Minimum	0
Maximum	73.93
Zeros	268954
Zeros (%)	92.7%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	73.93
Range	73.93
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.464498914
Coefficient of variation (CV)	38.75790259
Kurtosis	9055.815699
Mean	0.01198462463
Median Absolute Deviation (MAD)	0
Skewness	80.30809225
Sum	3230.12
Variance	0.2157592411
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	268954	92.7%
1.99	44	< 0.1%
4.98	37	< 0.1%
0.48	33	< 0.1%
2.99	31	< 0.1%
3.99	25	< 0.1%
0.99	18	< 0.1%
0.49	17	< 0.1%
7.98	16	< 0.1%
0.37	15	< 0.1%
Other values (215)	332	0.1%
(Missing)	20680	7.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	268954	92.7%
0.11	12	< 0.1%
0.14	1	< 0.1%
0.31	1	< 0.1%
0.32	1	< 0.1%

Value	Count	Frequency (%)
73.93	1	< 0.1%
67.83	1	< 0.1%
64.97	1	< 0.1%
61.98	1	< 0.1%
48.86	1	< 0.1%

m1_geo_country
Categorical

HIGH CARDINALITY
MISSING

Distinct	218
Distinct (%)	0.1%
Missing	19995
Missing (%)	6.9%
Memory size	2.2 MiB

United States	45210
Mexico	34366
Brazil	13253
France	11290
Russia	10865
Other values (213)	155223

Overview
Categories

Unique

Unique	14 ?
Unique (%)	< 0.1%

Sample

1st row	Honduras
2nd row	Belgium
3rd row	Vietnam
4th row	Taiwan
5th row	Bangladesh

Common Values

Value	Count	Frequency (%)
United States	45210	15.6%
Mexico	34366	11.8%
Brazil	13253	4.6%
France	11290	3.9%
Russia	10865	3.7%
India	9685	3.3%
Germany	9188	3.2%
United Kingdom	8357	2.9%
Turkey	8345	2.9%
Colombia	6871	2.4%
Other values (208)	112777	38.9%
(Missing)	19995	6.9%

m1_days_played_in_month
Real number (ℝ)

MISSING
SKEWED
ZEROS

Distinct	15
Distinct (%)	< 0.1%
Missing	20659
Missing (%)	7.1%
Infinite	0
Infinite (%)	0.0%
Mean	556.6534208

Minimum	-1
Maximum	9999999
Zeros	231712
Zeros (%)	79.8%
Negative	531
Negative (%)	0.2%
Memory size	2.2 MiB

Quantile statistics

Minimum	-1
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	9999999
Range	10000000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	74596.81266
Coefficient of variation (CV)	134.009439
Kurtosis	17964.86666
Mean	556.6534208
Median Absolute Deviation (MAD)	0
Skewness	134.0400439
Sum	150042033
Variance	5564684460
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	231712	79.8%
1	33062	11.4%
2	3501	1.2%
3	534	0.2%
-1	531	0.2%
4	118	< 0.1%
5	33	< 0.1%
6	19	< 0.1%
9999999	15	< 0.1%
7	5	< 0.1%
Other values (5)	13	< 0.1%
(Missing)	20659	7.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	531	0.2%
0	231712	79.8%
1	33062	11.4%
2	3501	1.2%
3	534	0.2%

Value	Count	Frequency (%)
9999999	15	< 0.1%
14	1	< 0.1%
11	4	< 0.1%
10	1	< 0.1%
9	3	< 0.1%

m1_virtual_currency_balance
Real number (ℝ_≥0)

MISSING
SKEWED

Distinct	10458
Distinct (%)	3.9%
Missing	20658
Missing (%)	7.1%
Infinite	0
Infinite (%)	0.0%
Mean	461572.631

Minimum	0
Maximum	1997650000
Zeros	19
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	1524
Q1	5239
median	5509
Q3	5621
95-th percentile	5861
Maximum	1997650000
Range	1997650000
Interquartile range (IQR)	382

Descriptive statistics

Standard deviation	20999837.19
Coefficient of variation (CV)	45.49627899
Kurtosis	3591.121271
Mean	461572.631
Median Absolute Deviation (MAD)	134
Skewness	57.81048324
Sum	1.244141333 × 10¹¹
Variance	4.409931622 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5545	688	0.2%
5526	687	0.2%
5537	686	0.2%
5548	685	0.2%
5532	683	0.2%
5525	680	0.2%
5522	676	0.2%
5550	673	0.2%
5504	670	0.2%
5521	670	0.2%
Other values (10448)	262746	90.5%
(Missing)	20658	7.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	19	< 0.1%
1	18	< 0.1%
2	16	< 0.1%
3	21	< 0.1%
4	17	< 0.1%

Value	Count	Frequency (%)
1997650000	1	< 0.1%
1995620000	1	< 0.1%
1995250000	1	< 0.1%
1994110000	1	< 0.1%
1127890000	13	< 0.1%

m1_event_timestamp
Categorical

HIGH CARDINALITY
MISSING

Distinct	270320
Distinct (%)	> 99.9%
Missing	19853
Missing (%)	6.8%
Memory size	2.2 MiB

2022-02-26 04:11:50.68 UTC	2
2022-02-02 11:01:17.439 UTC	2
2022-02-13 19:51:48.694 UTC	2
2022-02-20 14:46:36.905 UTC	2
2022-02-13 22:15:27.567 UTC	2
Other values (270315)	270339

Overview
Categories

Unique

Unique	270291 ?
Unique (%)	> 99.9%

Sample

1st row	2022-03-02 15:46:04.025 UTC
2nd row	2022-02-04 21:16:01.131 UTC
3rd row	2022-02-19 04:23:19.464 UTC
4th row	2022-02-25 04:49:05.706 UTC
5th row	2022-02-14 15:37:03.106 UTC

Common Values

Value	Count	Frequency (%)
2022-02-26 04:11:50.68 UTC	2	< 0.1%
2022-02-02 11:01:17.439 UTC	2	< 0.1%
2022-02-13 19:51:48.694 UTC	2	< 0.1%
2022-02-20 14:46:36.905 UTC	2	< 0.1%
2022-02-13 22:15:27.567 UTC	2	< 0.1%
2022-02-25 17:58:44.589 UTC	2	< 0.1%
2022-02-22 19:42:59.552 UTC	2	< 0.1%
2022-02-20 07:52:39.83 UTC	2	< 0.1%
2022-02-15 13:52:02.231 UTC	2	< 0.1%
2022-02-10 17:08:34.5 UTC	2	< 0.1%
Other values (270310)	270329	93.2%
(Missing)	19853	6.8%

m2_mission_completed
Real number (ℝ_≥0)

CONSTANT
MISSING
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	19044
Missing (%)	6.6%
Infinite	0
Infinite (%)	0.0%
Mean	4

Minimum	4
Maximum	4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	4
5-th percentile	4
Q1	4
median	4
Q3	4
95-th percentile	4
Maximum	4
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	0
Kurtosis	0
Mean	4
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	1084632
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
4	271158	93.4%
(Missing)	19044	6.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4	271158	93.4%

Value	Count	Frequency (%)
4	271158	93.4%

m2_mission_id
Categorical

HIGH CARDINALITY
MISSING

Distinct	153
Distinct (%)	0.1%
Missing	19044
Missing (%)	6.6%
Memory size	2.2 MiB

Mission113	130844
Mission109	90815
Mission115	30870
Mission11	14960
Mission94	2821
Other values (148)	848

Overview
Categories

Unique

Unique	59 ?
Unique (%)	< 0.1%

Sample

1st row	Mission109
2nd row	Mission109
3rd row	Mission113
4th row	Mission115
5th row	Mission113

Common Values

Value	Count	Frequency (%)
Mission113	130844	45.1%
Mission109	90815	31.3%
Mission115	30870	10.6%
Mission11	14960	5.2%
Mission94	2821	1.0%
Mission122	319	0.1%
Mission3	93	< 0.1%
Mission114	36	< 0.1%
Dynamic5	24	< 0.1%
Dynamic82	13	< 0.1%
Other values (143)	363	0.1%
(Missing)	19044	6.6%

m2_mission_difficulty
Real number (ℝ_≥0)

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	19044
Missing (%)	6.6%
Infinite	0
Infinite (%)	0.0%
Mean	1.010960399

Minimum	1
Maximum	3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	3
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.1042230133
Coefficient of variation (CV)	0.103093072
Kurtosis	87.17522358
Mean	1.010960399
Median Absolute Deviation (MAD)	0
Skewness	9.423429637
Sum	274130
Variance	0.0108624365
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
1	268189	92.4%
2	2966	1.0%
3	3	< 0.1%
(Missing)	19044	6.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	268189	92.4%
2	2966	1.0%
3	3	< 0.1%

Value	Count	Frequency (%)
3	3	< 0.1%
2	2966	1.0%
1	268189	92.4%

m2_mission_stars_collected
Real number (ℝ_≥0)

MISSING
SKEWED

Distinct	25
Distinct (%)	< 0.1%
Missing	19044
Missing (%)	6.6%
Infinite	0
Infinite (%)	0.0%
Mean	3.387622714

Minimum	0
Maximum	1760
Zeros	9
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	3
median	3
Q3	4
95-th percentile	4
Maximum	1760
Range	1760
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	3.465400796
Coefficient of variation (CV)	1.022959488
Kurtosis	243602.6448
Mean	3.387622714
Median Absolute Deviation (MAD)	0
Skewness	481.9460854
Sum	918581
Variance	12.00900268
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
3	158086	54.5%
4	106292	36.6%
2	2536	0.9%
1	2505	0.9%
5	1228	0.4%
6	417	0.1%
7	58	< 0.1%
0	9	< 0.1%
8	4	< 0.1%
9	3	< 0.1%
Other values (15)	20	< 0.1%
(Missing)	19044	6.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	9	< 0.1%
1	2505	0.9%
2	2536	0.9%
3	158086	54.5%
4	106292	36.6%

Value	Count	Frequency (%)
1760	1	< 0.1%
263	1	< 0.1%
68	1	< 0.1%
62	1	< 0.1%
36	2	< 0.1%

m2_day_auto_increment
Real number (ℝ)

MISSING
SKEWED
ZEROS

Distinct	26
Distinct (%)	< 0.1%
Missing	19045
Missing (%)	6.6%
Infinite	0
Infinite (%)	0.0%
Mean	1733.569475

Minimum	-1
Maximum	10000001
Zeros	216821
Zeros (%)	74.7%
Negative	545
Negative (%)	0.2%
Memory size	2.2 MiB

Quantile statistics

Minimum	-1
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	10000001
Range	10000002
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	131644.1692
Coefficient of variation (CV)	75.93821368
Kurtosis	5764.40436
Mean	1733.569475
Median Absolute Deviation (MAD)	0
Skewness	75.9365646
Sum	470069498
Variance	1.733018728 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	216821	74.7%
1	42648	14.7%
2	7946	2.7%
3	2068	0.7%
4	639	0.2%
-1	545	0.2%
5	249	0.1%
6	91	< 0.1%
7	43	< 0.1%
9999999	43	< 0.1%
Other values (16)	64	< 0.1%
(Missing)	19045	6.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	545	0.2%
0	216821	74.7%
1	42648	14.7%
2	7946	2.7%
3	2068	0.7%

Value	Count	Frequency (%)
10000001	1	< 0.1%
10000000	3	< 0.1%
9999999	43	< 0.1%
37	1	< 0.1%
36	1	< 0.1%

m2_lifetime_played_runs
Real number (ℝ_≥0)

MISSING
SKEWED

Distinct	92
Distinct (%)	< 0.1%
Missing	19857
Missing (%)	6.8%
Infinite	0
Infinite (%)	0.0%
Mean	1.75012669

Minimum	0
Maximum	454
Zeros	275
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	2
95-th percentile	3
Maximum	454
Range	454
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	2.212497022
Coefficient of variation (CV)	1.264192492
Kurtosis	10953.1013
Mean	1.75012669
Median Absolute Deviation (MAD)	1
Skewness	71.98398908
Sum	473138
Variance	4.89514307
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	132695	45.7%
2	109137	37.6%
3	18067	6.2%
4	4879	1.7%
5	1902	0.7%
6	1003	0.3%
7	624	0.2%
8	376	0.1%
0	275	0.1%
9	228	0.1%
Other values (82)	1159	0.4%
(Missing)	19857	6.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	275	0.1%
1	132695	45.7%
2	109137	37.6%
3	18067	6.2%
4	4879	1.7%

Value	Count	Frequency (%)
454	1	< 0.1%
384	1	< 0.1%
207	1	< 0.1%
182	1	< 0.1%
158	1	< 0.1%

m2_max_run_distance
Real number (ℝ_≥0)

MISSING

Distinct	4341
Distinct (%)	1.6%
Missing	19857
Missing (%)	6.8%
Infinite	0
Infinite (%)	0.0%
Mean	1556.57933

Minimum	0
Maximum	57880
Zeros	282
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	1035
Q1	1211
median	1404
Q3	1760
95-th percentile	2556
Maximum	57880
Range	57880
Interquartile range (IQR)	549

Descriptive statistics

Standard deviation	540.2665989
Coefficient of variation (CV)	0.3470858108
Kurtosis	498.058075
Mean	1556.57933
Median Absolute Deviation (MAD)	230
Skewness	7.219338013
Sum	420813439
Variance	291887.9979
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1167	472	0.2%
1159	463	0.2%
1151	459	0.2%
1160	457	0.2%
1153	452	0.2%
1140	450	0.2%
1164	448	0.2%
1181	447	0.2%
1145	447	0.2%
1158	446	0.2%
Other values (4331)	265804	91.6%
(Missing)	19857	6.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	282	0.1%
103	1	< 0.1%
104	1	< 0.1%
108	1	< 0.1%
113	1	< 0.1%

Value	Count	Frequency (%)
57880	1	< 0.1%
27342	1	< 0.1%
26452	1	< 0.1%
24648	1	< 0.1%
17170	1	< 0.1%

m2_total_purchases_virtual
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct	1828
Distinct (%)	0.7%
Missing	19870
Missing (%)	6.8%
Infinite	0
Infinite (%)	0.0%
Mean	42054.6776

Minimum	0
Maximum	1243550000
Zeros	178926
Zeros (%)	61.7%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1500
95-th percentile	4500
Maximum	1243550000
Range	1243550000
Interquartile range (IQR)	1500

Descriptive statistics

Standard deviation	2891534.77
Coefficient of variation (CV)	68.75655538
Kurtosis	131198.2734
Mean	42054.6776
Median Absolute Deviation (MAD)	0
Skewness	329.1329829
Sum	1.136872511 × 10¹⁰
Variance	8.360973324 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	178926	61.7%
1500	36460	12.6%
4000	13094	4.5%
500	8258	2.8%
3000	6941	2.4%
5500	6421	2.2%
4500	5415	1.9%
2000	3765	1.3%
5000	2625	0.9%
1000	1598	0.6%
Other values (1818)	6829	2.4%
(Missing)	19870	6.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	178926	61.7%
500	8258	2.8%
1000	1598	0.6%
1500	36460	12.6%
2000	3765	1.3%

Value	Count	Frequency (%)
1243550000	1	< 0.1%
480000000	1	< 0.1%
393856000	1	< 0.1%
223548000	1	< 0.1%
223547000	1	< 0.1%

m2_total_ads_watched
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct	48
Distinct (%)	< 0.1%
Missing	19877
Missing (%)	6.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.2189105706

Minimum	0
Maximum	190
Zeros	233584
Zeros (%)	80.5%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	190
Range	190
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.9704778836
Coefficient of variation (CV)	4.43321618
Kurtosis	6983.915741
Mean	0.2189105706
Median Absolute Deviation (MAD)	0
Skewness	50.47589978
Sum	59177
Variance	0.9418273226
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
0	233584	80.5%
1	25756	8.9%
2	6748	2.3%
3	2154	0.7%
4	892	0.3%
5	424	0.1%
6	262	0.1%
7	139	< 0.1%
8	104	< 0.1%
9	65	< 0.1%
Other values (38)	197	0.1%
(Missing)	19877	6.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	233584	80.5%
1	25756	8.9%
2	6748	2.3%
3	2154	0.7%
4	892	0.3%

Value	Count	Frequency (%)
190	1	< 0.1%
110	1	< 0.1%
92	1	< 0.1%
75	1	< 0.1%
73	1	< 0.1%

m2_total_purchases_real
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct	243
Distinct (%)	0.1%
Missing	19877
Missing (%)	6.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.01286414501

Minimum	0
Maximum	78.76
Zeros	269706
Zeros (%)	92.9%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	78.76
Range	78.76
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4942226121
Coefficient of variation (CV)	38.41861326
Kurtosis	9469.002688
Mean	0.01286414501
Median Absolute Deviation (MAD)	0
Skewness	82.33198315
Sum	3477.5
Variance	0.2442559904
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	269706	92.9%
1.99	51	< 0.1%
0.48	38	< 0.1%
4.98	37	< 0.1%
2.99	33	< 0.1%
3.99	27	< 0.1%
0.49	21	< 0.1%
0.99	20	< 0.1%
0.37	18	< 0.1%
7.98	17	< 0.1%
Other values (233)	357	0.1%
(Missing)	19877	6.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	269706	92.9%
0.11	13	< 0.1%
0.14	1	< 0.1%
0.22	1	< 0.1%
0.31	1	< 0.1%

Value	Count	Frequency (%)
78.76	1	< 0.1%
73.93	1	< 0.1%
67.83	1	< 0.1%
64.97	1	< 0.1%
61.98	1	< 0.1%

m2_geo_country
Categorical

HIGH CARDINALITY
MISSING

Distinct	217
Distinct (%)	0.1%
Missing	19204
Missing (%)	6.6%
Memory size	2.2 MiB

United States	45371
Mexico	34457
Brazil	13308
France	11332
Russia	10889
Other values (212)	155641

Overview
Categories

Unique

Unique	13 ?
Unique (%)	< 0.1%

Sample

1st row	Honduras
2nd row	Belgium
3rd row	Vietnam
4th row	Taiwan
5th row	Bangladesh

Common Values

Value	Count	Frequency (%)
United States	45371	15.6%
Mexico	34457	11.9%
Brazil	13308	4.6%
France	11332	3.9%
Russia	10889	3.8%
India	9702	3.3%
Germany	9218	3.2%
United Kingdom	8371	2.9%
Turkey	8368	2.9%
Colombia	6889	2.4%
Other values (207)	113093	39.0%
(Missing)	19204	6.6%

m2_days_played_in_month
Real number (ℝ)

MISSING
SKEWED
ZEROS

Distinct	16
Distinct (%)	< 0.1%
Missing	19858
Missing (%)	6.8%
Infinite	0
Infinite (%)	0.0%
Mean	592.0253233

Minimum	-1
Maximum	9999999
Zeros	226472
Zeros (%)	78.0%
Negative	573
Negative (%)	0.2%
Memory size	2.2 MiB

Quantile statistics

Minimum	-1
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	9999999
Range	10000000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	76928.90015
Coefficient of variation (CV)	129.9419081
Kurtosis	16891.81249
Mean	592.0253233
Median Absolute Deviation (MAD)	0
Skewness	129.975719
Sum	160050494
Variance	5918055678
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	226472	78.0%
1	37160	12.8%
2	4952	1.7%
3	879	0.3%
-1	573	0.2%
4	198	0.1%
5	51	< 0.1%
6	19	< 0.1%
9999999	16	< 0.1%
7	9	< 0.1%
Other values (6)	15	< 0.1%
(Missing)	19858	6.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	573	0.2%
0	226472	78.0%
1	37160	12.8%
2	4952	1.7%
3	879	0.3%

Value	Count	Frequency (%)
9999999	16	< 0.1%
23	1	< 0.1%
16	1	< 0.1%
11	3	< 0.1%
10	1	< 0.1%

m2_virtual_currency_balance
Real number (ℝ_≥0)

MISSING
SKEWED

Distinct	11080
Distinct (%)	4.1%
Missing	19857
Missing (%)	6.8%
Infinite	0
Infinite (%)	0.0%
Mean	477913.0538

Minimum	0
Maximum	2146000000
Zeros	15
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	1429
Q1	4378
median	5542
Q3	5692
95-th percentile	6013
Maximum	2146000000
Range	2146000000
Interquartile range (IQR)	1314

Descriptive statistics

Standard deviation	21449218.27
Coefficient of variation (CV)	44.88100524
Kurtosis	3654.309616
Mean	477913.0538
Median Absolute Deviation (MAD)	205
Skewness	57.87928316
Sum	1.292014045 × 10¹¹
Variance	4.600689644 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5579	557	0.2%
5545	546	0.2%
5574	541	0.2%
5558	538	0.2%
5570	534	0.2%
5554	533	0.2%
5571	533	0.2%
5562	532	0.2%
5548	526	0.2%
5591	525	0.2%
Other values (11070)	264980	91.3%
(Missing)	19857	6.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	15	< 0.1%
1	17	< 0.1%
2	14	< 0.1%
3	16	< 0.1%
4	21	< 0.1%

Value	Count	Frequency (%)
2146000000	1	< 0.1%
1997650000	1	< 0.1%
1995620000	1	< 0.1%
1995250000	1	< 0.1%
1994110000	1	< 0.1%

m2_event_timestamp
Categorical

HIGH CARDINALITY
MISSING

Distinct	271135
Distinct (%)	> 99.9%
Missing	19044
Missing (%)	6.6%
Memory size	2.2 MiB

2022-02-08 16:29:36.379 UTC	2
2022-02-05 16:38:31.115 UTC	2
2022-02-18 15:55:52.686 UTC	2
2022-02-20 04:47:20.432 UTC	2
2022-02-23 03:39:50.976 UTC	2
Other values (271130)	271148

Overview
Categories

Unique

Unique	271112 ?
Unique (%)	> 99.9%

Sample

1st row	2022-03-02 15:46:51.889 UTC
2nd row	2022-02-04 21:16:02.086 UTC
3rd row	2022-02-19 04:23:20.96 UTC
4th row	2022-02-25 04:49:13.325 UTC
5th row	2022-02-14 15:38:39.378 UTC

Common Values

Value	Count	Frequency (%)
2022-02-08 16:29:36.379 UTC	2	< 0.1%
2022-02-05 16:38:31.115 UTC	2	< 0.1%
2022-02-18 15:55:52.686 UTC	2	< 0.1%
2022-02-20 04:47:20.432 UTC	2	< 0.1%
2022-02-23 03:39:50.976 UTC	2	< 0.1%
2022-02-05 18:54:12.53 UTC	2	< 0.1%
2022-02-24 14:28:23.44 UTC	2	< 0.1%
2022-02-17 16:59:45.627 UTC	2	< 0.1%
2022-02-26 11:09:38.991 UTC	2	< 0.1%
2022-02-13 19:52:23.665 UTC	2	< 0.1%
Other values (271125)	271138	93.4%
(Missing)	19044	6.6%

m3_mission_completed
Real number (ℝ_≥0)

CONSTANT
MISSING
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	18156
Missing (%)	6.3%
Infinite	0
Infinite (%)	0.0%
Mean	5

Minimum	5
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	5
5-th percentile	5
Q1	5
median	5
Q3	5
95-th percentile	5
Maximum	5
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	0
Kurtosis	0
Mean	5
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	1360230
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
5	272046	93.7%
(Missing)	18156	6.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5	272046	93.7%

Value	Count	Frequency (%)
5	272046	93.7%

m3_mission_id
Categorical

HIGH CARDINALITY
MISSING

Distinct	157
Distinct (%)	0.1%
Missing	18156
Missing (%)	6.3%
Memory size	2.2 MiB

Mission109	136141
Mission115	56692
Mission11	36939
Mission113	32179
Mission3	8083
Other values (152)	2012

Overview
Categories

Unique

Unique	67 ?
Unique (%)	< 0.1%

Sample

1st row	Mission115
2nd row	Mission115
3rd row	Mission115
4th row	Mission109
5th row	Mission109

Common Values

Value	Count	Frequency (%)
Mission109	136141	46.9%
Mission115	56692	19.5%
Mission11	36939	12.7%
Mission113	32179	11.1%
Mission3	8083	2.8%
Mission94	1215	0.4%
Mission122	211	0.1%
Mission114	158	0.1%
Mission6	36	< 0.1%
Dynamic5	15	< 0.1%
Other values (147)	377	0.1%
(Missing)	18156	6.3%

m3_mission_difficulty
Real number (ℝ_≥0)

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	18156
Missing (%)	6.3%
Infinite	0
Infinite (%)	0.0%
Mean	1.005046941

Minimum	1
Maximum	3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	3
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.07106964429
Coefficient of variation (CV)	0.07071276118
Kurtosis	198.8705083
Mean	1.005046941
Median Absolute Deviation (MAD)	0
Skewness	14.09220973
Sum	273419
Variance	0.005050894339
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
1	270677	93.3%
2	1365	0.5%
3	4	< 0.1%
(Missing)	18156	6.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	270677	93.3%
2	1365	0.5%
3	4	< 0.1%

Value	Count	Frequency (%)
3	4	< 0.1%
2	1365	0.5%
1	270677	93.3%

m3_mission_stars_collected
Real number (ℝ_≥0)

MISSING
SKEWED

Distinct	29
Distinct (%)	< 0.1%
Missing	18156
Missing (%)	6.3%
Infinite	0
Infinite (%)	0.0%
Mean	4.104298538

Minimum	0
Maximum	1761
Zeros	3
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	3
median	4
Q3	5
95-th percentile	5
Maximum	1761
Range	1761
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	3.520337424
Coefficient of variation (CV)	0.8577196303
Kurtosis	228151.1063
Mean	4.104298538
Median Absolute Deviation (MAD)	1
Skewness	458.4773471
Sum	1116558
Variance	12.39277558
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
5	105674	36.4%
3	82282	28.4%
4	80811	27.8%
6	1569	0.5%
2	1139	0.4%
7	466	0.2%
8	56	< 0.1%
1	10	< 0.1%
9	7	< 0.1%
11	4	< 0.1%
Other values (19)	28	< 0.1%
(Missing)	18156	6.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	3	< 0.1%
1	10	< 0.1%
2	1139	0.4%
3	82282	28.4%
4	80811	27.8%

Value	Count	Frequency (%)
1761	1	< 0.1%
265	1	< 0.1%
68	1	< 0.1%
63	1	< 0.1%
41	1	< 0.1%

m3_day_auto_increment
Real number (ℝ)

MISSING
SKEWED
ZEROS

Distinct	26
Distinct (%)	< 0.1%
Missing	18157
Missing (%)	6.3%
Infinite	0
Infinite (%)	0.0%
Mean	1727.959393

Minimum	-1
Maximum	10000001
Zeros	210612
Zeros (%)	72.6%
Negative	593
Negative (%)	0.2%
Memory size	2.2 MiB

Quantile statistics

Minimum	-1
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	10000001
Range	10000002
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	131429.1749
Coefficient of variation (CV)	76.06033765
Kurtosis	5783.297976
Mean	1727.959393
Median Absolute Deviation (MAD)	0
Skewness	76.0608668
Sum	470082713
Variance	1.7273628 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	210612	72.6%
1	46213	15.9%
2	9980	3.4%
3	2909	1.0%
4	970	0.3%
-1	593	0.2%
5	416	0.1%
6	140	< 0.1%
7	69	< 0.1%
9999999	44	< 0.1%
Other values (16)	99	< 0.1%
(Missing)	18157	6.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	593	0.2%
0	210612	72.6%
1	46213	15.9%
2	9980	3.4%
3	2909	1.0%

Value	Count	Frequency (%)
10000001	1	< 0.1%
10000000	2	< 0.1%
9999999	44	< 0.1%
109	1	< 0.1%
38	1	< 0.1%

m3_lifetime_played_runs
Real number (ℝ_≥0)

MISSING
SKEWED

Distinct	103
Distinct (%)	< 0.1%
Missing	18975
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	2.260678325

Minimum	0
Maximum	454
Zeros	189
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	2
Q3	2
95-th percentile	4
Maximum	454
Range	454
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.621798188
Coefficient of variation (CV)	1.159739605
Kurtosis	5748.543537
Mean	2.260678325
Median Absolute Deviation (MAD)	0
Skewness	48.68875937
Sum	613157
Variance	6.873825741
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	147416	50.8%
1	64480	22.2%
3	36050	12.4%
4	11093	3.8%
5	4629	1.6%
6	2339	0.8%
7	1372	0.5%
8	855	0.3%
9	541	0.2%
10	443	0.2%
Other values (93)	2009	0.7%
(Missing)	18975	6.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	189	0.1%
1	64480	22.2%
2	147416	50.8%
3	36050	12.4%
4	11093	3.8%

Value	Count	Frequency (%)
454	1	< 0.1%
385	1	< 0.1%
207	1	< 0.1%
183	1	< 0.1%
158	3	< 0.1%

m3_max_run_distance
Real number (ℝ_≥0)

MISSING

Distinct	4680
Distinct (%)	1.7%
Missing	18975
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	1656.082322

Minimum	0
Maximum	57880
Zeros	195
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	1061
Q1	1269
median	1493
Q3	1914
95-th percentile	2705
Maximum	57880
Range	57880
Interquartile range (IQR)	645

Descriptive statistics

Standard deviation	589.6840733
Coefficient of variation (CV)	0.3560717154
Kurtosis	350.3996189
Mean	1656.082322
Median Absolute Deviation (MAD)	276
Skewness	6.081108802
Sum	449174240
Variance	347727.3063
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1201	369	0.1%
1217	369	0.1%
1208	368	0.1%
1248	366	0.1%
1159	366	0.1%
1181	361	0.1%
1210	360	0.1%
1240	358	0.1%
1180	356	0.1%
1167	353	0.1%
Other values (4670)	267601	92.2%
(Missing)	18975	6.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	195	0.1%
104	1	< 0.1%
108	2	< 0.1%
113	1	< 0.1%
119	3	< 0.1%

Value	Count	Frequency (%)
57880	1	< 0.1%
27342	1	< 0.1%
26452	1	< 0.1%
24648	1	< 0.1%
17170	1	< 0.1%

m3_total_purchases_virtual
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct	1924
Distinct (%)	0.7%
Missing	18987
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	43507.77285

Minimum	0
Maximum	1243550000
Zeros	166948
Zeros (%)	57.5%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1500
95-th percentile	5500
Maximum	1243550000
Range	1243550000
Interquartile range (IQR)	1500

Descriptive statistics

Standard deviation	2893773.34
Coefficient of variation (CV)	66.51164035
Kurtosis	130389.9693
Mean	43507.77285
Median Absolute Deviation (MAD)	0
Skewness	327.6302326
Sum	1.179996061 × 10¹⁰
Variance	8.373924144 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	166948	57.5%
1500	37810	13.0%
4000	13410	4.6%
500	10275	3.5%
5500	8422	2.9%
3000	7894	2.7%
4500	6156	2.1%
2000	4686	1.6%
5000	3460	1.2%
1000	2520	0.9%
Other values (1914)	9634	3.3%
(Missing)	18987	6.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	166948	57.5%
500	10275	3.5%
1000	2520	0.9%
1500	37810	13.0%
2000	4686	1.6%

Value	Count	Frequency (%)
1243550000	1	< 0.1%
480000000	1	< 0.1%
393856000	1	< 0.1%
223548000	1	< 0.1%
223547000	1	< 0.1%

m3_total_ads_watched
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct	55
Distinct (%)	< 0.1%
Missing	18993
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.4018856306

Minimum	0
Maximum	193
Zeros	208741
Zeros (%)	71.9%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	193
Range	193
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.245403152
Coefficient of variation (CV)	3.098899429
Kurtosis	2947.081611
Mean	0.4018856306
Median Absolute Deviation (MAD)	0
Skewness	29.91838413
Sum	108995
Variance	1.55102901
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	208741	71.9%
1	40074	13.8%
2	12929	4.5%
3	4703	1.6%
4	2070	0.7%
5	1078	0.4%
6	541	0.2%
7	327	0.1%
8	220	0.1%
9	134	< 0.1%
Other values (45)	392	0.1%
(Missing)	18993	6.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	208741	71.9%
1	40074	13.8%
2	12929	4.5%
3	4703	1.6%
4	2070	0.7%

Value	Count	Frequency (%)
193	1	< 0.1%
110	1	< 0.1%
101	1	< 0.1%
93	1	< 0.1%
76	1	< 0.1%

m3_total_purchases_real
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct	253
Distinct (%)	0.1%
Missing	18995
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.01379894324

Minimum	0
Maximum	78.76
Zeros	270514
Zeros (%)	93.2%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	78.76
Range	78.76
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.5050783801
Coefficient of variation (CV)	36.60268553
Kurtosis	8799.701257
Mean	0.01379894324
Median Absolute Deviation (MAD)	0
Skewness	79.0758152
Sum	3742.37
Variance	0.2551041701
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	270514	93.2%
1.99	63	< 0.1%
0.48	46	< 0.1%
4.98	42	< 0.1%
2.99	38	< 0.1%
3.99	31	< 0.1%
0.49	24	< 0.1%
0.99	22	< 0.1%
0.37	21	< 0.1%
7.98	17	< 0.1%
Other values (243)	389	0.1%
(Missing)	18995	6.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	270514	93.2%
0.11	14	< 0.1%
0.14	1	< 0.1%
0.22	2	< 0.1%
0.31	1	< 0.1%

Value	Count	Frequency (%)
78.76	1	< 0.1%
73.93	1	< 0.1%
67.83	1	< 0.1%
64.97	1	< 0.1%
61.98	1	< 0.1%

m3_geo_country
Categorical

HIGH CARDINALITY
MISSING

Distinct	219
Distinct (%)	0.1%
Missing	18338
Missing (%)	6.3%
Memory size	2.2 MiB

United States	45548
Mexico	34546
Brazil	13344
France	11362
Russia	10918
Other values (214)	156146

Overview
Categories

Unique

Unique	15 ?
Unique (%)	< 0.1%

Sample

1st row	Honduras
2nd row	Belgium
3rd row	Vietnam
4th row	Taiwan
5th row	Bangladesh

Common Values

Value	Count	Frequency (%)
United States	45548	15.7%
Mexico	34546	11.9%
Brazil	13344	4.6%
France	11362	3.9%
Russia	10918	3.8%
India	9722	3.4%
Germany	9257	3.2%
United Kingdom	8406	2.9%
Turkey	8399	2.9%
Colombia	6904	2.4%
Other values (209)	113458	39.1%
(Missing)	18338	6.3%

m3_days_played_in_month
Real number (ℝ)

MISSING
SKEWED
ZEROS

Distinct	19
Distinct (%)	< 0.1%
Missing	18976
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	590.1322182

Minimum	-1
Maximum	9999999
Zeros	221453
Zeros (%)	76.3%
Negative	622
Negative (%)	0.2%
Memory size	2.2 MiB

Quantile statistics

Minimum	-1
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	9999999
Range	10000000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	76803.72241
Coefficient of variation (CV)	130.146635
Kurtosis	16946.93749
Mean	590.1322182
Median Absolute Deviation (MAD)	0
Skewness	130.1876051
Sum	160059201
Variance	5898811776
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	221453	76.3%
1	40991	14.1%
2	6394	2.2%
3	1291	0.4%
-1	622	0.2%
4	309	0.1%
5	82	< 0.1%
6	31	< 0.1%
9999999	16	< 0.1%
7	11	< 0.1%
Other values (9)	26	< 0.1%
(Missing)	18976	6.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	622	0.2%
0	221453	76.3%
1	40991	14.1%
2	6394	2.2%
3	1291	0.4%

Value	Count	Frequency (%)
9999999	16	< 0.1%
23	1	< 0.1%
17	1	< 0.1%
16	1	< 0.1%
14	2	< 0.1%

m3_virtual_currency_balance
Real number (ℝ_≥0)

MISSING
SKEWED

Distinct	11769
Distinct (%)	4.3%
Missing	18975
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	489163.0739

Minimum	0
Maximum	2146000000
Zeros	18
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	1089
Q1	4241
median	5577
Q3	5765
95-th percentile	6190
Maximum	2146000000
Range	2146000000
Interquartile range (IQR)	1524

Descriptive statistics

Standard deviation	21840001.62
Coefficient of variation (CV)	44.64769069
Kurtosis	3659.283493
Mean	489163.0739
Median Absolute Deviation (MAD)	299
Skewness	57.7940809
Sum	1.32674233 × 10¹¹
Variance	4.769856708 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5655	433	0.1%
5664	428	0.1%
5660	424	0.1%
5685	422	0.1%
5653	415	0.1%
5627	413	0.1%
5624	412	0.1%
5631	408	0.1%
5608	406	0.1%
5601	405	0.1%
Other values (11759)	267061	92.0%
(Missing)	18975	6.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	18	< 0.1%
1	11	< 0.1%
2	11	< 0.1%
3	13	< 0.1%
4	11	< 0.1%

Value	Count	Frequency (%)
2146000000	1	< 0.1%
1996150000	1	< 0.1%
1995620000	1	< 0.1%
1995250000	1	< 0.1%
1994110000	1	< 0.1%

m3_event_timestamp
Categorical

HIGH CARDINALITY
MISSING

Distinct	272031
Distinct (%)	> 99.9%
Missing	18156
Missing (%)	6.3%
Memory size	2.2 MiB

2022-02-26 15:23:05.089 UTC	2
2022-02-22 15:58:02.495 UTC	2
2022-02-12 19:11:09.707 UTC	2
2022-02-21 09:15:13.759 UTC	2
2022-02-20 22:35:25.352 UTC	2
Other values (272026)	272036

Overview
Categories

Unique

Unique	272016 ?
Unique (%)	> 99.9%

Sample

1st row	2022-03-02 15:54:49.526 UTC
2nd row	2022-02-04 21:16:17.07 UTC
3rd row	2022-02-19 04:25:50.388 UTC
4th row	2022-02-25 09:08:26.902 UTC
5th row	2022-02-14 20:45:14.263 UTC

Common Values

Value	Count	Frequency (%)
2022-02-26 15:23:05.089 UTC	2	< 0.1%
2022-02-22 15:58:02.495 UTC	2	< 0.1%
2022-02-12 19:11:09.707 UTC	2	< 0.1%
2022-02-21 09:15:13.759 UTC	2	< 0.1%
2022-02-20 22:35:25.352 UTC	2	< 0.1%
2022-02-14 16:31:51.782 UTC	2	< 0.1%
2022-02-09 19:35:18.524 UTC	2	< 0.1%
2022-02-19 23:11:42.023 UTC	2	< 0.1%
2022-02-23 20:02:02.455 UTC	2	< 0.1%
2022-02-11 11:36:40.707 UTC	2	< 0.1%
Other values (272021)	272026	93.7%
(Missing)	18156	6.3%

m4_mission_completed
Real number (ℝ_≥0)

CONSTANT
MISSING
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	16653
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	6

Minimum	6
Maximum	6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	6
5-th percentile	6
Q1	6
median	6
Q3	6
95-th percentile	6
Maximum	6
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	0
Kurtosis	0
Mean	6
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	1641294
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
6	273549	94.3%
(Missing)	16653	5.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6	273549	94.3%

Value	Count	Frequency (%)
6	273549	94.3%

m4_mission_id
Categorical

HIGH CARDINALITY
MISSING

Distinct	149
Distinct (%)	0.1%
Missing	16653
Missing (%)	5.7%
Memory size	2.2 MiB

Mission11	118684
Mission3	66620
Mission114	38928
Mission115	22556
Mission109	14777
Other values (144)	11984

Overview
Categories

Unique

Unique	51 ?
Unique (%)	< 0.1%

Sample

1st row	Mission114
2nd row	Mission3
3rd row	Mission11
4th row	Mission3
5th row	Mission114

Common Values

Value	Count	Frequency (%)
Mission11	118684	40.9%
Mission3	66620	23.0%
Mission114	38928	13.4%
Mission115	22556	7.8%
Mission109	14777	5.1%
Mission113	10465	3.6%
Mission94	823	0.3%
Mission122	149	0.1%
Mission6	129	< 0.1%
Mission19	68	< 0.1%
Other values (139)	350	0.1%
(Missing)	16653	5.7%

m4_mission_difficulty
Real number (ℝ_≥0)

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	16653
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	1.003812845

Minimum	1
Maximum	3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	3
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.06174904039
Coefficient of variation (CV)	0.06151449514
Kurtosis	262.2820871
Mean	1.003812845
Median Absolute Deviation (MAD)	0
Skewness	16.19518302
Sum	274592
Variance	0.003812943989
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
1	272508	93.9%
2	1039	0.4%
3	2	< 0.1%
(Missing)	16653	5.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	272508	93.9%
2	1039	0.4%
3	2	< 0.1%

Value	Count	Frequency (%)
3	2	< 0.1%
2	1039	0.4%
1	272508	93.9%

m4_mission_stars_collected
Real number (ℝ_≥0)

MISSING
SKEWED

Distinct	27
Distinct (%)	< 0.1%
Missing	16653
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	5.427524868

Minimum	1
Maximum	1761
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	1
5-th percentile	4
Q1	5
median	6
Q3	6
95-th percentile	6
Maximum	1761
Range	1760
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	3.492838742
Coefficient of variation (CV)	0.6435417299
Kurtosis	233424.5497
Mean	5.427524868
Median Absolute Deviation (MAD)	0
Skewness	465.7553776
Sum	1484694
Variance	12.19992248
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
6	155638	53.6%
5	66355	22.9%
4	47911	16.5%
7	2742	0.9%
8	466	0.2%
3	276	0.1%
9	97	< 0.1%
2	15	< 0.1%
10	10	< 0.1%
1	6	< 0.1%
Other values (17)	33	< 0.1%
(Missing)	16653	5.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	6	< 0.1%
2	15	< 0.1%
3	276	0.1%
4	47911	16.5%
5	66355	22.9%

Value	Count	Frequency (%)
1761	1	< 0.1%
267	1	< 0.1%
73	1	< 0.1%
42	1	< 0.1%
40	1	< 0.1%

m4_day_auto_increment
Real number (ℝ)

MISSING
SKEWED
ZEROS

Distinct	28
Distinct (%)	< 0.1%
Missing	16656
Missing (%)	5.7%
Infinite	0
Infinite (%)	0.0%
Mean	1755.134266

Minimum	-1
Maximum	10000001
Zeros	197470
Zeros (%)	68.0%
Negative	670
Negative (%)	0.2%
Memory size	2.2 MiB

Quantile statistics

Minimum	-1
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	10000001
Range	10000002
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	132454.9112
Coefficient of variation (CV)	75.46711028
Kurtosis	5693.979274
Mean	1755.134266
Median Absolute Deviation (MAD)	0
Skewness	75.47143594
Sum	480109958
Variance	1.754430351 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
0	197470	68.0%
1	53766	18.5%
2	14008	4.8%
3	4568	1.6%
4	1640	0.6%
5	748	0.3%
-1	670	0.2%
6	279	0.1%
7	157	0.1%
8	67	< 0.1%
Other values (18)	173	0.1%
(Missing)	16656	5.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	670	0.2%
0	197470	68.0%
1	53766	18.5%
2	14008	4.8%
3	4568	1.6%

Value	Count	Frequency (%)
10000001	1	< 0.1%
10000000	4	< 0.1%
9999999	43	< 0.1%
109	1	< 0.1%
41	1	< 0.1%

m4_lifetime_played_runs
Real number (ℝ_≥0)

MISSING
SKEWED

Distinct	124
Distinct (%)	< 0.1%
Missing	17489
Missing (%)	6.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.19572591

Minimum	0
Maximum	454
Zeros	134
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	2
median	2
Q3	3
95-th percentile	6
Maximum	454
Range	454
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	3.529842507
Coefficient of variation (CV)	1.104551081
Kurtosis	2416.013792
Mean	3.19572591
Median Absolute Deviation (MAD)	0
Skewness	31.49690942
Sum	871516
Variance	12.45978812
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	139747	48.2%
3	68621	23.6%
4	28704	9.9%
5	13181	4.5%
6	7143	2.5%
7	4041	1.4%
8	2413	0.8%
1	1620	0.6%
9	1542	0.5%
10	1085	0.4%
Other values (114)	4616	1.6%
(Missing)	17489	6.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	134	< 0.1%
1	1620	0.6%
2	139747	48.2%
3	68621	23.6%
4	28704	9.9%

Value	Count	Frequency (%)
454	1	< 0.1%
385	1	< 0.1%
340	1	< 0.1%
302	1	< 0.1%
208	1	< 0.1%

m4_max_run_distance
Real number (ℝ_≥0)

MISSING

Distinct	5975
Distinct (%)	2.2%
Missing	17489
Missing (%)	6.0%
Infinite	0
Infinite (%)	0.0%
Mean	1982.468085

Minimum	0
Maximum	57880
Zeros	139
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	1158
Q1	1424
median	1792
Q3	2325
95-th percentile	3433
Maximum	57880
Range	57880
Interquartile range (IQR)	901

Descriptive statistics

Standard deviation	815.3866784
Coefficient of variation (CV)	0.4112987666
Kurtosis	102.6943293
Mean	1982.468085
Median Absolute Deviation (MAD)	424
Skewness	3.795823764
Sum	540644819
Variance	664855.4353
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1406	264	0.1%
1469	253	0.1%
1425	252	0.1%
1431	250	0.1%
1370	249	0.1%
1439	247	0.1%
1392	247	0.1%
1416	247	0.1%
1294	246	0.1%
1415	246	0.1%
Other values (5965)	270212	93.1%
(Missing)	17489	6.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	139	< 0.1%
108	1	< 0.1%
119	2	< 0.1%
121	1	< 0.1%
123	1	< 0.1%

Value	Count	Frequency (%)
57880	1	< 0.1%
27342	1	< 0.1%
26452	1	< 0.1%
24648	1	< 0.1%
18191	1	< 0.1%

m4_total_purchases_virtual
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct	2070
Distinct (%)	0.8%
Missing	17500
Missing (%)	6.0%
Infinite	0
Infinite (%)	0.0%
Mean	47679.34643

Minimum	0
Maximum	1243550000
Zeros	150302
Zeros (%)	51.8%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2000
95-th percentile	6000
Maximum	1243550000
Range	1243550000
Interquartile range (IQR)	2000

Descriptive statistics

Standard deviation	3021092.682
Coefficient of variation (CV)	63.36271169
Kurtosis	111191.6165
Mean	47679.34643
Median Absolute Deviation (MAD)	0
Skewness	299.5996048
Sum	1.300225313 × 10¹⁰
Variance	9.127000991 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	150302	51.8%
1500	37762	13.0%
4000	13937	4.8%
500	10413	3.6%
5500	10125	3.5%
3000	9163	3.2%
4500	7185	2.5%
2000	5496	1.9%
6000	5240	1.8%
1000	4460	1.5%
Other values (2060)	18619	6.4%
(Missing)	17500	6.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	150302	51.8%
500	10413	3.6%
1000	4460	1.5%
1500	37762	13.0%
2000	5496	1.9%

Value	Count	Frequency (%)
1243550000	1	< 0.1%
480000000	1	< 0.1%
463547000	1	< 0.1%
393856000	1	< 0.1%
223548000	1	< 0.1%

m4_total_ads_watched
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	67
Distinct (%)	< 0.1%
Missing	17501
Missing (%)	6.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8668175034

Minimum	0
Maximum	198
Zeros	161976
Zeros (%)	55.8%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	4
Maximum	198
Range	198
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.844684278
Coefficient of variation (CV)	2.128111477
Kurtosis	806.4638822
Mean	0.8668175034
Median Absolute Deviation (MAD)	0
Skewness	14.71035001
Sum	236382
Variance	3.402860084
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	161976	55.8%
1	58010	20.0%
2	25546	8.8%
3	11808	4.1%
4	6259	2.2%
5	3546	1.2%
6	2038	0.7%
7	1179	0.4%
8	674	0.2%
9	428	0.1%
Other values (57)	1237	0.4%
(Missing)	17501	6.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	161976	55.8%
1	58010	20.0%
2	25546	8.8%
3	11808	4.1%
4	6259	2.2%

Value	Count	Frequency (%)
198	1	< 0.1%
112	1	< 0.1%
101	1	< 0.1%
96	2	< 0.1%
94	2	< 0.1%

m4_total_purchases_real
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct	282
Distinct (%)	0.1%
Missing	17506
Missing (%)	6.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.01619444363

Minimum	0
Maximum	78.76
Zeros	271840
Zeros (%)	93.7%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	78.76
Range	78.76
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.5313159847
Coefficient of variation (CV)	32.80853587
Kurtosis	7296.923732
Mean	0.01619444363
Median Absolute Deviation (MAD)	0
Skewness	71.06021205
Sum	4416.16
Variance	0.2822966756
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	271840	93.7%
1.99	88	< 0.1%
0.48	54	< 0.1%
4.98	52	< 0.1%
2.99	41	< 0.1%
3.99	36	< 0.1%
0.49	32	< 0.1%
0.99	28	< 0.1%
0.37	24	< 0.1%
7.98	20	< 0.1%
Other values (272)	481	0.2%
(Missing)	17506	6.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	271840	93.7%
0.11	14	< 0.1%
0.14	2	< 0.1%
0.22	4	< 0.1%
0.31	4	< 0.1%

Value	Count	Frequency (%)
78.76	1	< 0.1%
73.93	1	< 0.1%
67.83	1	< 0.1%
64.97	1	< 0.1%
61.98	1	< 0.1%

m4_geo_country
Categorical

HIGH CARDINALITY
MISSING

Distinct	219
Distinct (%)	0.1%
Missing	16874
Missing (%)	5.8%
Memory size	2.2 MiB

United States	45843
Mexico	34735
Brazil	13403
France	11406
Russia	10957
Other values (214)	156984

Overview
Categories

Unique

Unique	15 ?
Unique (%)	< 0.1%

Sample

1st row	Honduras
2nd row	Belgium
3rd row	Vietnam
4th row	Taiwan
5th row	Bangladesh

Common Values

Value	Count	Frequency (%)
United States	45843	15.8%
Mexico	34735	12.0%
Brazil	13403	4.6%
France	11406	3.9%
Russia	10957	3.8%
India	9745	3.4%
Germany	9330	3.2%
United Kingdom	8451	2.9%
Turkey	8440	2.9%
Colombia	6957	2.4%
Other values (209)	114061	39.3%
(Missing)	16874	5.8%

m4_days_played_in_month
Real number (ℝ)

MISSING
SKEWED
ZEROS

Distinct	19
Distinct (%)	< 0.1%
Missing	17490
Missing (%)	6.0%
Infinite	0
Infinite (%)	0.0%
Mean	550.3178298

Minimum	-1
Maximum	9999999
Zeros	210295
Zeros (%)	72.5%
Negative	703
Negative (%)	0.2%
Memory size	2.2 MiB

Quantile statistics

Minimum	-1
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	9999999
Range	10000000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	74162.14827
Coefficient of variation (CV)	134.7623941
Kurtosis	18176.13332
Mean	550.3178298
Median Absolute Deviation (MAD)	0
Skewness	134.8258136
Sum	150078276
Variance	5500024236
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	210295	72.5%
1	49140	16.9%
2	9390	3.2%
3	2236	0.8%
-1	703	0.2%
4	594	0.2%
5	220	0.1%
6	55	< 0.1%
7	27	< 0.1%
8	17	< 0.1%
Other values (9)	35	< 0.1%
(Missing)	17490	6.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	703	0.2%
0	210295	72.5%
1	49140	16.9%
2	9390	3.2%
3	2236	0.8%

Value	Count	Frequency (%)
9999999	15	< 0.1%
24	1	< 0.1%
17	1	< 0.1%
16	1	< 0.1%
14	1	< 0.1%

m4_virtual_currency_balance
Real number (ℝ_≥0)

MISSING
SKEWED

Distinct	13479
Distinct (%)	4.9%
Missing	17489
Missing (%)	6.0%
Infinite	0
Infinite (%)	0.0%
Mean	514313.854

Minimum	0
Maximum	2146000000
Zeros	22
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	839
Q1	4255
median	5710
Q3	6227
95-th percentile	7250
Maximum	2146000000
Range	2146000000
Interquartile range (IQR)	1972

Descriptive statistics

Standard deviation	22664073.62
Coefficient of variation (CV)	44.06662088
Kurtosis	3696.217289
Mean	514313.854
Median Absolute Deviation (MAD)	726
Skewness	57.76220075
Sum	1.402600741 × 10¹¹
Variance	5.13660233 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5732	204	0.1%
5719	204	0.1%
5664	203	0.1%
5685	201	0.1%
5727	201	0.1%
5690	199	0.1%
5682	199	0.1%
5686	198	0.1%
5627	197	0.1%
5705	197	0.1%
Other values (13469)	270710	93.3%
(Missing)	17489	6.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	22	< 0.1%
1	7	< 0.1%
2	16	< 0.1%
3	9	< 0.1%
4	9	< 0.1%

Value	Count	Frequency (%)
2146000000	1	< 0.1%
2094746528	1	< 0.1%
2094102934	1	< 0.1%
1996150000	1	< 0.1%
1995620000	1	< 0.1%

m4_event_timestamp
Categorical

HIGH CARDINALITY
MISSING

Distinct	273533
Distinct (%)	> 99.9%
Missing	16653
Missing (%)	5.7%
Memory size	2.2 MiB

2022-02-05 19:42:39.46 UTC	2
2022-02-11 11:39:15.276 UTC	2
2022-02-02 10:37:40.422 UTC	2
2022-02-13 21:33:40.621 UTC	2
2022-02-26 10:56:03.277 UTC	2
Other values (273528)	273539

Overview
Categories

Unique

Unique	273517 ?
Unique (%)	> 99.9%

Sample

1st row	2022-03-05 17:52:48.383 UTC
2nd row	2022-02-04 21:18:18.761 UTC
3rd row	2022-02-19 04:26:26.774 UTC
4th row	2022-02-25 09:10:18.692 UTC
5th row	2022-02-15 05:31:38.882 UTC

Common Values

Value	Count	Frequency (%)
2022-02-05 19:42:39.46 UTC	2	< 0.1%
2022-02-11 11:39:15.276 UTC	2	< 0.1%
2022-02-02 10:37:40.422 UTC	2	< 0.1%
2022-02-13 21:33:40.621 UTC	2	< 0.1%
2022-02-26 10:56:03.277 UTC	2	< 0.1%
2022-02-08 13:20:32.112 UTC	2	< 0.1%
2022-02-14 08:58:41.465 UTC	2	< 0.1%
2022-02-13 20:40:36.104 UTC	2	< 0.1%
2022-02-07 20:01:59.893 UTC	2	< 0.1%
2022-02-14 18:12:59.88 UTC	2	< 0.1%
Other values (273523)	273529	94.3%
(Missing)	16653	5.7%

m5_mission_completed
Real number (ℝ_≥0)

CONSTANT
MISSING
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	15171
Missing (%)	5.2%
Infinite	0
Infinite (%)	0.0%
Mean	7

Minimum	7
Maximum	7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	7
5-th percentile	7
Q1	7
median	7
Q3	7
95-th percentile	7
Maximum	7
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	0
Kurtosis	0
Mean	7
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	1925217
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
7	275031	94.8%
(Missing)	15171	5.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7	275031	94.8%

Value	Count	Frequency (%)
7	275031	94.8%

m5_mission_id
Categorical

HIGH CARDINALITY
MISSING

Distinct	146
Distinct (%)	0.1%
Missing	15171
Missing (%)	5.2%
Memory size	2.2 MiB

Mission3	114223
Mission114	73172
Mission11	55476
Mission6	22038
Mission115	5679
Other values (141)	4443

Overview
Categories

Unique

Unique	61 ?
Unique (%)	< 0.1%

Sample

1st row	Mission3
2nd row	Mission114
3rd row	Mission3
4th row	Mission114
5th row	Mission3

Common Values

Value	Count	Frequency (%)
Mission3	114223	39.4%
Mission114	73172	25.2%
Mission11	55476	19.1%
Mission6	22038	7.6%
Mission115	5679	2.0%
Mission109	2369	0.8%
Mission113	934	0.3%
Mission94	416	0.1%
Mission19	234	0.1%
Mission122	94	< 0.1%
Other values (136)	396	0.1%
(Missing)	15171	5.2%

m5_mission_difficulty
Real number (ℝ_≥0)

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	15171
Missing (%)	5.2%
Infinite	0
Infinite (%)	0.0%
Mean	1.003290538

Minimum	1
Maximum	3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	1
Maximum	3
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.0575222581
Coefficient of variation (CV)	0.0573335997
Kurtosis	312.1191414
Mean	1.003290538
Median Absolute Deviation (MAD)	0
Skewness	17.57544598
Sum	275936
Variance	0.003308810177
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
1	274130	94.5%
2	897	0.3%
3	4	< 0.1%
(Missing)	15171	5.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	274130	94.5%
2	897	0.3%
3	4	< 0.1%

Value	Count	Frequency (%)
3	4	< 0.1%
2	897	0.3%
1	274130	94.5%

m5_mission_stars_collected
Real number (ℝ_≥0)

MISSING
SKEWED

Distinct	30
Distinct (%)	< 0.1%
Missing	15171
Missing (%)	5.2%
Infinite	0
Infinite (%)	0.0%
Mean	6.436107202

Minimum	1
Maximum	1765
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	1
5-th percentile	5
Q1	6
median	7
Q3	7
95-th percentile	7
Maximum	1765
Range	1764
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	3.479295555
Coefficient of variation (CV)	0.5405900563
Kurtosis	237415.0639
Mean	6.436107202
Median Absolute Deviation (MAD)	0
Skewness	471.0892842
Sum	1770129
Variance	12.10549756
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
7	145480	50.1%
6	88459	30.5%
5	36858	12.7%
8	3292	1.1%
9	613	0.2%
4	128	< 0.1%
10	75	< 0.1%
11	54	< 0.1%
3	17	< 0.1%
12	9	< 0.1%
Other values (20)	46	< 0.1%
(Missing)	15171	5.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	4	< 0.1%
3	17	< 0.1%
4	128	< 0.1%
5	36858	12.7%

Value	Count	Frequency (%)
1765	1	< 0.1%
269	1	< 0.1%
75	1	< 0.1%
44	1	< 0.1%
41	1	< 0.1%

m5_day_auto_increment
Real number (ℝ)

MISSING
SKEWED
ZEROS

Distinct	33
Distinct (%)	< 0.1%
Missing	15174
Missing (%)	5.2%
Infinite	0
Infinite (%)	0.0%
Mean	1782.153017

Minimum	-1
Maximum	10000001
Zeros	182907
Zeros (%)	63.0%
Negative	717
Negative (%)	0.2%
Memory size	2.2 MiB

Quantile statistics

Minimum	-1
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	10000001
Range	10000002
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	133466.3007
Coefficient of variation (CV)	74.89048329
Kurtosis	5607.918477
Mean	1782.153017
Median Absolute Deviation (MAD)	0
Skewness	74.89911679
Sum	490141980
Variance	1.781325343 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0	182907	63.0%
1	61809	21.3%
2	18110	6.2%
3	6486	2.2%
4	2634	0.9%
5	1182	0.4%
-1	717	0.2%
6	513	0.2%
7	245	0.1%
8	121	< 0.1%
Other values (23)	304	0.1%
(Missing)	15174	5.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	717	0.2%
0	182907	63.0%
1	61809	21.3%
2	18110	6.2%
3	6486	2.2%

Value	Count	Frequency (%)
10000001	1	< 0.1%
10000000	5	< 0.1%
9999999	43	< 0.1%
109	1	< 0.1%
41	1	< 0.1%

m5_lifetime_played_runs
Real number (ℝ_≥0)

MISSING

Distinct	144
Distinct (%)	0.1%
Missing	16013
Missing (%)	5.5%
Infinite	0
Infinite (%)	0.0%
Mean	4.294909716

Minimum	0
Maximum	454
Zeros	148
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	2
median	3
Q3	5
95-th percentile	9
Maximum	454
Range	454
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	4.563574033
Coefficient of variation (CV)	1.062554124
Kurtosis	963.2769358
Mean	4.294909716
Median Absolute Deviation (MAD)	1
Skewness	18.87856987
Sum	1177617
Variance	20.82620795
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	82002	28.3%
2	69430	23.9%
4	47139	16.2%
5	26559	9.2%
6	15318	5.3%
7	9520	3.3%
8	6115	2.1%
9	3908	1.3%
10	2907	1.0%
11	2011	0.7%
Other values (134)	9280	3.2%
(Missing)	16013	5.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	148	0.1%
1	531	0.2%
2	69430	23.9%
3	82002	28.3%
4	47139	16.2%

Value	Count	Frequency (%)
454	1	< 0.1%
385	1	< 0.1%
345	1	< 0.1%
303	1	< 0.1%
208	1	< 0.1%

m5_max_run_distance
Real number (ℝ_≥0)

MISSING

Distinct	6765
Distinct (%)	2.5%
Missing	16014
Missing (%)	5.5%
Infinite	0
Infinite (%)	0.0%
Mean	2279.143712

Minimum	0
Maximum	57880
Zeros	149
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	1234
Q1	1599
median	2073
Q3	2659
95-th percentile	4121
Maximum	57880
Range	57880
Interquartile range (IQR)	1060

Descriptive statistics

Standard deviation	982.9839446
Coefficient of variation (CV)	0.4312952885
Kurtosis	50.23305589
Mean	2279.143712
Median Absolute Deviation (MAD)	513
Skewness	2.894764658
Sum	624913856
Variance	966257.4354
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1565	200	0.1%
1575	197	0.1%
1535	195	0.1%
1469	194	0.1%
1555	194	0.1%
1544	193	0.1%
1568	193	0.1%
1470	192	0.1%
1476	192	0.1%
1584	191	0.1%
Other values (6755)	272247	93.8%
(Missing)	16014	5.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	149	0.1%
106	1	< 0.1%
121	1	< 0.1%
122	1	< 0.1%
125	2	< 0.1%

Value	Count	Frequency (%)
57880	1	< 0.1%
27342	1	< 0.1%
26452	1	< 0.1%
24648	1	< 0.1%
18191	1	< 0.1%

m5_total_purchases_virtual
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct	2139
Distinct (%)	0.8%
Missing	16025
Missing (%)	5.5%
Infinite	0
Infinite (%)	0.0%
Mean	49145.08746

Minimum	0
Maximum	1243550000
Zeros	137405
Zeros (%)	47.3%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3000
95-th percentile	6500
Maximum	1243550000
Range	1243550000
Interquartile range (IQR)	3000

Descriptive statistics

Standard deviation	3019577.665
Coefficient of variation (CV)	61.44210583
Kurtosis	110836.1016
Mean	49145.08746
Median Absolute Deviation (MAD)	0
Skewness	298.7364004
Sum	1.347445264 × 10¹⁰
Variance	9.117849274 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	137405	47.3%
1500	35536	12.2%
4000	14397	5.0%
5500	11281	3.9%
3000	9704	3.3%
6000	8395	2.9%
500	8368	2.9%
4500	7739	2.7%
1000	6256	2.2%
2000	5712	2.0%
Other values (2129)	29384	10.1%
(Missing)	16025	5.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	137405	47.3%
500	8368	2.9%
1000	6256	2.2%
1500	35536	12.2%
2000	5712	2.0%

Value	Count	Frequency (%)
1243550000	1	< 0.1%
480000000	1	< 0.1%
463547000	1	< 0.1%
393856000	1	< 0.1%
223548000	1	< 0.1%

m5_total_ads_watched
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	81
Distinct (%)	< 0.1%
Missing	16022
Missing (%)	5.5%
Infinite	0
Infinite (%)	0.0%
Mean	1.489951856

Minimum	0
Maximum	217
Zeros	124398
Zeros (%)	42.9%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	6
Maximum	217
Range	217
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.570349403
Coefficient of variation (CV)	1.725122454
Kurtosis	418.2896873
Mean	1.489951856
Median Absolute Deviation (MAD)	1
Skewness	10.4327574
Sum	408515
Variance	6.606696054
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	124398	42.9%
1	58903	20.3%
2	35749	12.3%
3	20692	7.1%
4	12274	4.2%
5	7635	2.6%
6	4716	1.6%
7	3075	1.1%
8	1909	0.7%
9	1328	0.5%
Other values (71)	3501	1.2%
(Missing)	16022	5.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	124398	42.9%
1	58903	20.3%
2	35749	12.3%
3	20692	7.1%
4	12274	4.2%

Value	Count	Frequency (%)
217	1	< 0.1%
166	1	< 0.1%
148	1	< 0.1%
112	1	< 0.1%
101	1	< 0.1%

m5_total_purchases_real
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct	310
Distinct (%)	0.1%
Missing	16030
Missing (%)	5.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.01894409349

Minimum	0
Maximum	79.91
Zeros	273103
Zeros (%)	94.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	79.91
Range	79.91
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.5887473016
Coefficient of variation (CV)	31.07814591
Kurtosis	6926.667005
Mean	0.01894409349
Median Absolute Deviation (MAD)	0
Skewness	69.80833835
Sum	5193.94
Variance	0.3466233851
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	273103	94.1%
1.99	135	< 0.1%
0.48	72	< 0.1%
4.98	62	< 0.1%
0.49	47	< 0.1%
2.99	41	< 0.1%
0.99	40	< 0.1%
3.99	36	< 0.1%
0.37	31	< 0.1%
7.98	22	< 0.1%
Other values (300)	583	0.2%
(Missing)	16030	5.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	273103	94.1%
0.11	15	< 0.1%
0.14	3	< 0.1%
0.22	6	< 0.1%
0.31	4	< 0.1%

Value	Count	Frequency (%)
79.91	1	< 0.1%
78.76	1	< 0.1%
73.93	1	< 0.1%
71.85	1	< 0.1%
67.83	1	< 0.1%

m5_geo_country
Categorical

HIGH CARDINALITY
MISSING

Distinct	218
Distinct (%)	0.1%
Missing	15438
Missing (%)	5.3%
Memory size	2.2 MiB

United States	46139
Mexico	34901
Brazil	13459
France	11456
Russia	11002
Other values (213)	157807

Overview
Categories

Unique

Unique	16 ?
Unique (%)	< 0.1%

Sample

1st row	Honduras
2nd row	Belgium
3rd row	Vietnam
4th row	Taiwan
5th row	Bangladesh

Common Values

Value	Count	Frequency (%)
United States	46139	15.9%
Mexico	34901	12.0%
Brazil	13459	4.6%
France	11456	3.9%
Russia	11002	3.8%
India	9766	3.4%
Germany	9388	3.2%
United Kingdom	8510	2.9%
Turkey	8471	2.9%
Colombia	6987	2.4%
Other values (208)	114685	39.5%
(Missing)	15438	5.3%

m5_days_played_in_month
Real number (ℝ)

MISSING
SKEWED
ZEROS

Distinct	21
Distinct (%)	< 0.1%
Missing	16015
Missing (%)	5.5%
Infinite	0
Infinite (%)	0.0%
Mean	583.911812

Minimum	-1
Maximum	9999999
Zeros	197537
Zeros (%)	68.1%
Negative	749
Negative (%)	0.3%
Memory size	2.2 MiB

Quantile statistics

Minimum	-1
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	9999999
Range	10000000
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	76387.90901
Coefficient of variation (CV)	130.8209689
Kurtosis	17131.99999
Mean	583.911812
Median Absolute Deviation (MAD)	0
Skewness	130.8964286
Sum	160101028
Variance	5835112644
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
0	197537	68.1%
1	57932	20.0%
2	12843	4.4%
3	3410	1.2%
4	1084	0.4%
-1	749	0.3%
5	383	0.1%
6	120	< 0.1%
7	55	< 0.1%
8	22	< 0.1%
Other values (11)	52	< 0.1%
(Missing)	16015	5.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	749	0.3%
0	197537	68.1%
1	57932	20.0%
2	12843	4.4%
3	3410	1.2%

Value	Count	Frequency (%)
9999999	16	< 0.1%
24	1	< 0.1%
18	1	< 0.1%
17	2	< 0.1%
15	1	< 0.1%

m5_virtual_currency_balance
Real number (ℝ_≥0)

MISSING
SKEWED

Distinct	14811
Distinct (%)	5.4%
Missing	16013
Missing (%)	5.5%
Infinite	0
Infinite (%)	0.0%
Mean	513481.511

Minimum	0
Maximum	2146000000
Zeros	25
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	652
Q1	4034
median	5933
Q3	6578
95-th percentile	8201.6
Maximum	2146000000
Range	2146000000
Interquartile range (IQR)	2544

Descriptive statistics

Standard deviation	22586505.64
Coefficient of variation (CV)	43.98698913
Kurtosis	3717.671123
Mean	513481.511
Median Absolute Deviation (MAD)	1000
Skewness	57.90011752
Sum	1.40790982 × 10¹¹
Variance	5.10150237 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6273	169	0.1%
6312	157	0.1%
6345	157	0.1%
6285	153	0.1%
6259	147	0.1%
6214	144	< 0.1%
6477	144	< 0.1%
6298	144	< 0.1%
6261	143	< 0.1%
6421	142	< 0.1%
Other values (14801)	272689	94.0%
(Missing)	16013	5.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	25	< 0.1%
1	13	< 0.1%
2	19	< 0.1%
3	16	< 0.1%
4	11	< 0.1%

Value	Count	Frequency (%)
2146000000	1	< 0.1%
2094752878	1	< 0.1%
2094102934	1	< 0.1%
1996150000	1	< 0.1%
1995620000	1	< 0.1%

m5_event_timestamp
Categorical

HIGH CARDINALITY
MISSING

Distinct	275016
Distinct (%)	> 99.9%
Missing	15171
Missing (%)	5.2%
Memory size	2.2 MiB

2022-02-25 17:04:40.322 UTC	2
2022-02-22 09:38:29.16 UTC	2
2022-02-11 11:49:44.198 UTC	2
2022-02-13 04:55:12.714 UTC	2
2022-02-05 22:32:20.403 UTC	2
Other values (275011)	275021

Overview
Categories

Unique

Unique	275001 ?
Unique (%)	> 99.9%

Sample

1st row	2022-03-05 17:56:06.473 UTC
2nd row	2022-02-04 21:18:26.108 UTC
3rd row	2022-02-19 04:28:54.582 UTC
4th row	2022-02-25 09:10:19.547 UTC
5th row	2022-02-15 05:34:37.177 UTC

Common Values

Value	Count	Frequency (%)
2022-02-25 17:04:40.322 UTC	2	< 0.1%
2022-02-22 09:38:29.16 UTC	2	< 0.1%
2022-02-11 11:49:44.198 UTC	2	< 0.1%
2022-02-13 04:55:12.714 UTC	2	< 0.1%
2022-02-05 22:32:20.403 UTC	2	< 0.1%
2022-02-05 23:12:24.332 UTC	2	< 0.1%
2022-02-27 17:52:19.843 UTC	2	< 0.1%
2022-02-14 01:22:16.965 UTC	2	< 0.1%
2022-02-06 17:27:32.951 UTC	2	< 0.1%
2022-02-27 04:37:45.927 UTC	2	< 0.1%
Other values (275006)	275011	94.8%
(Missing)	15171	5.2%

m6_mission_completed
Real number (ℝ_≥0)

CONSTANT
MISSING
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	13386
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Mean	8

Minimum	8
Maximum	8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	8
5-th percentile	8
Q1	8
median	8
Q3	8
95-th percentile	8
Maximum	8
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	0
Kurtosis	0
Mean	8
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	2214528
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
8	276816	95.4%
(Missing)	13386	4.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
8	276816	95.4%

Value	Count	Frequency (%)
8	276816	95.4%

m6_mission_id
Categorical

HIGH CARDINALITY
MISSING

Distinct	141
Distinct (%)	0.1%
Missing	13386
Missing (%)	4.6%
Memory size	2.2 MiB

Mission114	79934
Mission3	61750
Mission19	60544
Mission6	44384
Mission11	25644
Other values (136)	4560

Overview
Categories

Unique

Unique	59 ?
Unique (%)	< 0.1%

Sample

1st row	Mission11
2nd row	Mission3
3rd row	Mission6
4th row	Mission11
5th row	Mission11

Common Values

Value	Count	Frequency (%)
Mission114	79934	27.5%
Mission3	61750	21.3%
Mission19	60544	20.9%
Mission6	44384	15.3%
Mission11	25644	8.8%
Mission115	1877	0.6%
Mission109	1500	0.5%
Mission113	333	0.1%
Mission94	192	0.1%
Mission12	159	0.1%
Other values (131)	499	0.2%
(Missing)	13386	4.6%

m6_mission_difficulty
Real number (ℝ_≥0)

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	13386
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Mean	1.230738108

Minimum	1
Maximum	3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	3
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4213402125
Coefficient of variation (CV)	0.3423475798
Kurtosis	-0.362804222
Mean	1.230738108
Median Absolute Deviation (MAD)	0
Skewness	1.278813852
Sum	340688
Variance	0.1775275747
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
1	212948	73.4%
2	63864	22.0%
3	4	< 0.1%
(Missing)	13386	4.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	212948	73.4%
2	63864	22.0%
3	4	< 0.1%

Value	Count	Frequency (%)
3	4	< 0.1%
2	63864	22.0%
1	212948	73.4%

m6_mission_stars_collected
Real number (ℝ_≥0)

MISSING
SKEWED

Distinct	31
Distinct (%)	< 0.1%
Missing	13386
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Mean	7.564429079

Minimum	1
Maximum	1766
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	1
5-th percentile	6
Q1	7
median	8
Q3	8
95-th percentile	8
Maximum	1766
Range	1765
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	3.471421384
Coefficient of variation (CV)	0.4589138648
Kurtosis	237963.8121
Mean	7.564429079
Median Absolute Deviation (MAD)	0
Skewness	471.1581147
Sum	2093955
Variance	12.05076642
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
8	178659	61.6%
7	56442	19.4%
6	36475	12.6%
9	4060	1.4%
10	753	0.3%
11	162	0.1%
5	86	< 0.1%
12	57	< 0.1%
13	43	< 0.1%
4	19	< 0.1%
Other values (21)	60	< 0.1%
(Missing)	13386	4.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1	< 0.1%
3	4	< 0.1%
4	19	< 0.1%
5	86	< 0.1%
6	36475	12.6%

Value	Count	Frequency (%)
1766	1	< 0.1%
271	1	< 0.1%
77	1	< 0.1%
46	1	< 0.1%
44	1	< 0.1%

m6_day_auto_increment
Real number (ℝ)

MISSING
SKEWED
ZEROS

Distinct	37
Distinct (%)	< 0.1%
Missing	13388
Missing (%)	4.6%
Infinite	0
Infinite (%)	0.0%
Mean	1770.798612

Minimum	-1
Maximum	10000001
Zeros	166821
Zeros (%)	57.5%
Negative	773
Negative (%)	0.3%
Memory size	2.2 MiB

Quantile statistics

Minimum	-1
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	3
Maximum	10000001
Range	10000002
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	133035.1157
Coefficient of variation (CV)	75.12718544
Kurtosis	5644.367456
Mean	1770.798612
Median Absolute Deviation (MAD)	0
Skewness	75.14204332
Sum	490181847
Variance	1.769834201 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=37)

Value	Count	Frequency (%)
0	166821	57.5%
1	69451	23.9%
2	22960	7.9%
3	9029	3.1%
4	3938	1.4%
5	1835	0.6%
6	867	0.3%
-1	773	0.3%
7	418	0.1%
8	229	0.1%
Other values (27)	493	0.2%
(Missing)	13388	4.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	773	0.3%
0	166821	57.5%
1	69451	23.9%
2	22960	7.9%
3	9029	3.1%

Value	Count	Frequency (%)
10000001	1	< 0.1%
10000000	5	< 0.1%
9999999	43	< 0.1%
109	1	< 0.1%
50	1	< 0.1%

m6_lifetime_played_runs
Real number (ℝ_≥0)

MISSING

Distinct	167
Distinct (%)	0.1%
Missing	14232
Missing (%)	4.9%
Infinite	0
Infinite (%)	0.0%
Mean	5.724767185

Minimum	0
Maximum	454
Zeros	134
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	3
median	4
Q3	6
95-th percentile	13
Maximum	454
Range	454
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	5.932531738
Coefficient of variation (CV)	1.036292228
Kurtosis	530.4779696
Mean	5.724767185
Median Absolute Deviation (MAD)	1
Skewness	14.28163497
Sum	1579864
Variance	35.19493282
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	66214	22.8%
4	55162	19.0%
5	38163	13.2%
6	25738	8.9%
2	24097	8.3%
7	17081	5.9%
8	11921	4.1%
9	8167	2.8%
10	5892	2.0%
11	4394	1.5%
Other values (157)	19141	6.6%
(Missing)	14232	4.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	134	< 0.1%
1	467	0.2%
2	24097	8.3%
3	66214	22.8%
4	55162	19.0%

Value	Count	Frequency (%)
454	1	< 0.1%
402	1	< 0.1%
386	1	< 0.1%
364	1	< 0.1%
303	1	< 0.1%

m6_max_run_distance
Real number (ℝ_≥0)

MISSING

Distinct	7284
Distinct (%)	2.6%
Missing	14233
Missing (%)	4.9%
Infinite	0
Infinite (%)	0.0%
Mean	2591.635532

Minimum	0
Maximum	57880
Zeros	135
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	1346
Q1	1849
median	2353
Q3	3055
95-th percentile	4652
Maximum	57880
Range	57880
Interquartile range (IQR)	1206

Descriptive statistics

Standard deviation	1100.617323
Coefficient of variation (CV)	0.4246805964
Kurtosis	32.60999215
Mean	2591.635532
Median Absolute Deviation (MAD)	577
Skewness	2.408922652
Sum	715211066
Variance	1211358.492
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1993	173	0.1%
2313	170	0.1%
2098	169	0.1%
2159	168	0.1%
2241	167	0.1%
2306	167	0.1%
2244	167	0.1%
2309	166	0.1%
2299	166	0.1%
2091	166	0.1%
Other values (7274)	274290	94.5%
(Missing)	14233	4.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	135	< 0.1%
113	1	< 0.1%
114	1	< 0.1%
121	1	< 0.1%
122	1	< 0.1%

Value	Count	Frequency (%)
57880	1	< 0.1%
27342	1	< 0.1%
26452	1	< 0.1%
24648	1	< 0.1%
18876	1	< 0.1%

m6_total_purchases_virtual
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct	2217
Distinct (%)	0.8%
Missing	14242
Missing (%)	4.9%
Infinite	0
Infinite (%)	0.0%
Mean	50269.55252

Minimum	0
Maximum	1243550000
Zeros	125116
Zeros (%)	43.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1000
Q3	4000
95-th percentile	8000
Maximum	1243550000
Range	1243550000
Interquartile range (IQR)	4000

Descriptive statistics

Standard deviation	3010559.195
Coefficient of variation (CV)	59.88832294
Kurtosis	111444.9808
Mean	50269.55252
Median Absolute Deviation (MAD)	1000
Skewness	299.4812651
Sum	1.387238571 × 10¹⁰
Variance	9.063466668 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	125116	43.1%
1500	33223	11.4%
4000	14460	5.0%
5500	11575	4.0%
6000	9999	3.4%
3000	9764	3.4%
4500	7931	2.7%
1000	7250	2.5%
500	6768	2.3%
6500	6055	2.1%
Other values (2207)	43819	15.1%
(Missing)	14242	4.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	125116	43.1%
500	6768	2.3%
1000	7250	2.5%
1500	33223	11.4%
2000	5695	2.0%

Value	Count	Frequency (%)
1243550000	1	< 0.1%
480000000	1	< 0.1%
463547000	1	< 0.1%
393856000	1	< 0.1%
223548000	1	< 0.1%

m6_total_ads_watched
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	93
Distinct (%)	< 0.1%
Missing	14237
Missing (%)	4.9%
Infinite	0
Infinite (%)	0.0%
Mean	2.245545631

Minimum	0
Maximum	220
Zeros	99622
Zeros (%)	34.3%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	3
95-th percentile	8
Maximum	220
Range	220
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	3.356657323
Coefficient of variation (CV)	1.494806998
Kurtosis	238.0541715
Mean	2.245545631
Median Absolute Deviation (MAD)	1
Skewness	7.879716948
Sum	619692
Variance	11.26714839
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	99622	34.3%
1	48174	16.6%
2	39712	13.7%
3	27459	9.5%
4	18480	6.4%
5	12618	4.3%
6	8547	2.9%
7	5943	2.0%
8	4093	1.4%
9	2831	1.0%
Other values (83)	8486	2.9%
(Missing)	14237	4.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	99622	34.3%
1	48174	16.6%
2	39712	13.7%
3	27459	9.5%
4	18480	6.4%

Value	Count	Frequency (%)
220	1	< 0.1%
201	1	< 0.1%
167	1	< 0.1%
153	1	< 0.1%
150	1	< 0.1%

m6_total_purchases_real
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct	359
Distinct (%)	0.1%
Missing	14247
Missing (%)	4.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.02213813846

Minimum	0
Maximum	94.7
Zeros	274542
Zeros (%)	94.6%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	94.7
Range	94.7
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.6223809781
Coefficient of variation (CV)	28.11351908
Kurtosis	6724.064448
Mean	0.02213813846
Median Absolute Deviation (MAD)	0
Skewness	67.45228441
Sum	6109.13
Variance	0.3873580819
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	274542	94.6%
1.99	191	0.1%
0.48	111	< 0.1%
0.49	70	< 0.1%
4.98	68	< 0.1%
0.99	57	< 0.1%
2.99	45	< 0.1%
0.37	42	< 0.1%
3.99	39	< 0.1%
0.38	27	< 0.1%
Other values (349)	763	0.3%
(Missing)	14247	4.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	274542	94.6%
0.11	22	< 0.1%
0.14	3	< 0.1%
0.22	8	< 0.1%
0.31	5	< 0.1%

Value	Count	Frequency (%)
94.7	1	< 0.1%
79.91	1	< 0.1%
73.93	1	< 0.1%
71.85	1	< 0.1%
67.83	1	< 0.1%

m6_geo_country
Categorical

HIGH CARDINALITY
MISSING

Distinct	219
Distinct (%)	0.1%
Missing	13710
Missing (%)	4.7%
Memory size	2.2 MiB

United States	46502
Mexico	35111
Brazil	13542
France	11518
Russia	11061
Other values (214)	158758

Overview
Categories

Unique

Unique	17 ?
Unique (%)	< 0.1%

Sample

1st row	Honduras
2nd row	Belgium
3rd row	Vietnam
4th row	Taiwan
5th row	Bangladesh

Common Values

Value	Count	Frequency (%)
United States	46502	16.0%
Mexico	35111	12.1%
Brazil	13542	4.7%
France	11518	4.0%
Russia	11061	3.8%
India	9790	3.4%
Germany	9446	3.3%
United Kingdom	8588	3.0%
Turkey	8536	2.9%
Colombia	7010	2.4%
Other values (209)	115388	39.8%
(Missing)	13710	4.7%

m6_days_played_in_month
Real number (ℝ)

MISSING
SKEWED
ZEROS

Distinct	21
Distinct (%)	< 0.1%
Missing	14234
Missing (%)	4.9%
Infinite	0
Infinite (%)	0.0%
Mean	580.2448182

Minimum	-1
Maximum	9999999
Zeros	183316
Zeros (%)	63.2%
Negative	810
Negative (%)	0.3%
Memory size	2.2 MiB

Quantile statistics

Minimum	-1
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	9999999
Range	10000000
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	76141.03243
Coefficient of variation (CV)	131.2222532
Kurtosis	17243.31249
Mean	580.2448182
Median Absolute Deviation (MAD)	0
Skewness	131.3209333
Sum	160129002
Variance	5797456820
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
0	183316	63.2%
1	66609	23.0%
2	17216	5.9%
3	5219	1.8%
4	1694	0.6%
-1	810	0.3%
5	659	0.2%
6	230	0.1%
7	97	< 0.1%
8	43	< 0.1%
Other values (11)	75	< 0.1%
(Missing)	14234	4.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	810	0.3%
0	183316	63.2%
1	66609	23.0%
2	17216	5.9%
3	5219	1.8%

Value	Count	Frequency (%)
9999999	16	< 0.1%
19	1	< 0.1%
18	2	< 0.1%
17	2	< 0.1%
15	1	< 0.1%

m6_virtual_currency_balance
Real number (ℝ_≥0)

MISSING
SKEWED

Distinct	16519
Distinct (%)	6.0%
Missing	14232
Missing (%)	4.9%
Infinite	0
Infinite (%)	0.0%
Mean	516319.3899

Minimum	0
Maximum	2146000000
Zeros	24
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	498
Q1	3512
median	6231
Q3	7061
95-th percentile	9349
Maximum	2146000000
Range	2146000000
Interquartile range (IQR)	3549

Descriptive statistics

Standard deviation	22579367.3
Coefficient of variation (CV)	43.73139522
Kurtosis	3705.548894
Mean	516319.3899
Median Absolute Deviation (MAD)	1392
Skewness	57.77363696
Sum	1.42488662 × 10¹¹
Variance	5.098278277 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6547	122	< 0.1%
99614700	120	< 0.1%
6406	120	< 0.1%
6422	117	< 0.1%
6472	116	< 0.1%
6694	116	< 0.1%
6701	116	< 0.1%
6537	115	< 0.1%
6582	115	< 0.1%
6488	113	< 0.1%
Other values (16509)	274800	94.7%
(Missing)	14232	4.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	24	< 0.1%
1	19	< 0.1%
2	19	< 0.1%
3	20	< 0.1%
4	18	< 0.1%

Value	Count	Frequency (%)
2146000000	1	< 0.1%
2094752378	1	< 0.1%
2094102934	1	< 0.1%
2000000000	1	< 0.1%
1996140000	1	< 0.1%

m6_event_timestamp
Categorical

HIGH CARDINALITY
MISSING

Distinct	276801
Distinct (%)	> 99.9%
Missing	13386
Missing (%)	4.6%
Memory size	2.2 MiB

2022-02-16 14:02:32.326 UTC	2
2022-02-24 17:32:52.145 UTC	2
2022-02-12 14:47:44.993 UTC	2
2022-02-26 11:54:07.085 UTC	2
2022-02-11 11:50:11.498 UTC	2
Other values (276796)	276806

Overview
Categories

Unique

Unique	276786 ?
Unique (%)	> 99.9%

Sample

1st row	2022-03-14 02:00:06.716 UTC
2nd row	2022-02-04 21:22:22.796 UTC
3rd row	2022-02-19 04:29:17.305 UTC
4th row	2022-02-25 09:10:24.558 UTC
5th row	2022-02-15 14:54:06.978 UTC

Common Values

Value	Count	Frequency (%)
2022-02-16 14:02:32.326 UTC	2	< 0.1%
2022-02-24 17:32:52.145 UTC	2	< 0.1%
2022-02-12 14:47:44.993 UTC	2	< 0.1%
2022-02-26 11:54:07.085 UTC	2	< 0.1%
2022-02-11 11:50:11.498 UTC	2	< 0.1%
2022-02-21 13:01:06.844 UTC	2	< 0.1%
2022-02-13 06:35:55.41 UTC	2	< 0.1%
2022-02-04 01:22:16.015 UTC	2	< 0.1%
2022-02-16 09:17:23.956 UTC	2	< 0.1%
2022-02-06 02:20:36.205 UTC	2	< 0.1%
Other values (276791)	276796	95.4%
(Missing)	13386	4.6%

m7_mission_completed
Real number (ℝ_≥0)

CONSTANT
MISSING
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	11269
Missing (%)	3.9%
Infinite	0
Infinite (%)	0.0%
Mean	9

Minimum	9
Maximum	9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	9
5-th percentile	9
Q1	9
median	9
Q3	9
95-th percentile	9
Maximum	9
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	0
Kurtosis	0
Mean	9
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	2510397
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
9	278933	96.1%
(Missing)	11269	3.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
9	278933	96.1%

Value	Count	Frequency (%)
9	278933	96.1%

m7_mission_id
Categorical

HIGH CARDINALITY
MISSING

Distinct	152
Distinct (%)	0.1%
Missing	11269
Missing (%)	3.9%
Memory size	2.2 MiB

Mission19	102597
Mission6	66884
Mission114	42895
Mission12	33684
Mission3	21655
Other values (147)	11218

Overview
Categories

Unique

Unique	63 ?
Unique (%)	< 0.1%

Sample

1st row	Mission19
2nd row	Mission19
3rd row	Mission19
4th row	Mission19
5th row	Mission19

Common Values

Value	Count	Frequency (%)
Mission19	102597	35.4%
Mission6	66884	23.0%
Mission114	42895	14.8%
Mission12	33684	11.6%
Mission3	21655	7.5%
Mission11	8436	2.9%
Mission109	882	0.3%
Mission115	605	0.2%
Mission86	598	0.2%
Mission113	143	< 0.1%
Other values (142)	554	0.2%
(Missing)	11269	3.9%

m7_mission_difficulty
Real number (ℝ_≥0)

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	11269
Missing (%)	3.9%
Infinite	0
Infinite (%)	0.0%
Mean	1.508796019

Minimum	1
Maximum	3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	2
Q3	2
95-th percentile	2
Maximum	3
Range	2
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4999306914
Coefficient of variation (CV)	0.3313441215
Kurtosis	-1.998552496
Mean	1.508796019
Median Absolute Deviation (MAD)	0
Skewness	-0.03510363245
Sum	420853
Variance	0.2499306963
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
2	141918	48.9%
1	137014	47.2%
3	1	< 0.1%
(Missing)	11269	3.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	137014	47.2%
2	141918	48.9%
3	1	< 0.1%

Value	Count	Frequency (%)
3	1	< 0.1%
2	141918	48.9%
1	137014	47.2%

m7_mission_stars_collected
Real number (ℝ_≥0)

MISSING
SKEWED

Distinct	32
Distinct (%)	< 0.1%
Missing	11269
Missing (%)	3.9%
Infinite	0
Infinite (%)	0.0%
Mean	8.83034277

Minimum	3
Maximum	1768
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	3
5-th percentile	7
Q1	8
median	9
Q3	9
95-th percentile	10
Maximum	1768
Range	1765
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	3.474777189
Coefficient of variation (CV)	0.3935042251
Kurtosis	235640.4353
Mean	8.83034277
Median Absolute Deviation (MAD)	0
Skewness	466.8654078
Sum	2463074
Variance	12.07407652
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
9	147266	50.7%
8	68744	23.7%
10	45073	15.5%
7	15602	5.4%
11	1558	0.5%
12	339	0.1%
14	94	< 0.1%
13	80	< 0.1%
6	73	< 0.1%
15	31	< 0.1%
Other values (22)	73	< 0.1%
(Missing)	11269	3.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3	1	< 0.1%
4	3	< 0.1%
5	16	< 0.1%
6	73	< 0.1%
7	15602	5.4%

Value	Count	Frequency (%)
1768	1	< 0.1%
272	1	< 0.1%
94	1	< 0.1%
80	1	< 0.1%
45	1	< 0.1%

m7_day_auto_increment
Real number (ℝ)

MISSING
SKEWED
ZEROS

Distinct	38
Distinct (%)	< 0.1%
Missing	11271
Missing (%)	3.9%
Infinite	0
Infinite (%)	0.0%
Mean	1757.546866

Minimum	-1
Maximum	10000001
Zeros	148822
Zeros (%)	51.3%
Negative	849
Negative (%)	0.3%
Memory size	2.2 MiB

Quantile statistics

Minimum	-1
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	3
Maximum	10000001
Range	10000002
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	132529.3915
Coefficient of variation (CV)	75.40589333
Kurtosis	5687.571536
Mean	1757.546866
Median Absolute Deviation (MAD)	0
Skewness	75.42897821
Sum	490234305
Variance	1.756403962 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
0	148822	51.3%
1	76185	26.3%
2	28449	9.8%
3	12330	4.2%
4	5892	2.0%
5	2889	1.0%
6	1453	0.5%
-1	849	0.3%
7	795	0.3%
8	398	0.1%
Other values (28)	869	0.3%
(Missing)	11271	3.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	849	0.3%
0	148822	51.3%
1	76185	26.3%
2	28449	9.8%
3	12330	4.2%

Value	Count	Frequency (%)
10000001	1	< 0.1%
10000000	6	< 0.1%
9999999	42	< 0.1%
109	1	< 0.1%
50	2	< 0.1%

m7_lifetime_played_runs
Real number (ℝ_≥0)

MISSING

Distinct	186
Distinct (%)	0.1%
Missing	12122
Missing (%)	4.2%
Infinite	0
Infinite (%)	0.0%
Mean	7.506181674

Minimum	0
Maximum	454
Zeros	130
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	4
median	6
Q3	9
95-th percentile	18
Maximum	454
Range	454
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	7.166511855
Coefficient of variation (CV)	0.9547479885
Kurtosis	291.0291267
Mean	7.506181674
Median Absolute Deviation (MAD)	2
Skewness	10.30413469
Sum	2087319
Variance	51.35889216
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	47291	16.3%
5	40886	14.1%
3	36774	12.7%
6	32238	11.1%
7	24254	8.4%
8	18492	6.4%
9	13959	4.8%
10	10331	3.6%
11	8043	2.8%
2	7051	2.4%
Other values (176)	38761	13.4%
(Missing)	12122	4.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	130	< 0.1%
1	422	0.1%
2	7051	2.4%
3	36774	12.7%
4	47291	16.3%

Value	Count	Frequency (%)
454	1	< 0.1%
402	1	< 0.1%
386	1	< 0.1%
375	1	< 0.1%
309	1	< 0.1%

m7_max_run_distance
Real number (ℝ_≥0)

MISSING

Distinct	7842
Distinct (%)	2.8%
Missing	12123
Missing (%)	4.2%
Infinite	0
Infinite (%)	0.0%
Mean	2831.520384

Minimum	0
Maximum	57880
Zeros	130
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	1466
Q1	2048
median	2576
Q3	3342
95-th percentile	5019.1
Maximum	57880
Range	57880
Interquartile range (IQR)	1294

Descriptive statistics

Standard deviation	1181.677393
Coefficient of variation (CV)	0.4173296438
Kurtosis	26.07838316
Mean	2831.520384
Median Absolute Deviation (MAD)	615
Skewness	2.29094685
Sum	787386357
Variance	1396361.462
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2306	180	0.1%
2159	168	0.1%
2309	167	0.1%
2445	166	0.1%
2299	163	0.1%
2384	162	0.1%
2276	162	0.1%
2123	162	0.1%
2322	161	0.1%
2284	161	0.1%
Other values (7832)	276427	95.3%
(Missing)	12123	4.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	130	< 0.1%
122	1	< 0.1%
126	1	< 0.1%
127	1	< 0.1%
128	1	< 0.1%

Value	Count	Frequency (%)
57880	1	< 0.1%
27342	1	< 0.1%
26452	1	< 0.1%
24648	1	< 0.1%
22371	1	< 0.1%

m7_total_purchases_virtual
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct	2293
Distinct (%)	0.8%
Missing	12131
Missing (%)	4.2%
Infinite	0
Infinite (%)	0.0%
Mean	55423.52813

Minimum	0
Maximum	1243550000
Zeros	112407
Zeros (%)	38.7%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1500
Q3	5500
95-th percentile	10000
Maximum	1243550000
Range	1243550000
Interquartile range (IQR)	5500

Descriptive statistics

Standard deviation	3631926.907
Coefficient of variation (CV)	65.53041694
Kurtosis	80695.21132
Mean	55423.52813
Median Absolute Deviation (MAD)	1500
Skewness	264.6915954
Sum	1.541167589 × 10¹⁰
Variance	1.319089305 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	112407	38.7%
1500	30647	10.6%
4000	13506	4.7%
5500	10722	3.7%
6000	9670	3.3%
3000	9248	3.2%
4500	7520	2.6%
7500	7480	2.6%
1000	7390	2.5%
7000	6888	2.4%
Other values (2283)	62593	21.6%
(Missing)	12131	4.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	112407	38.7%
500	5814	2.0%
1000	7390	2.5%
1500	30647	10.6%
2000	5291	1.8%

Value	Count	Frequency (%)
1243550000	1	< 0.1%
1083550000	1	< 0.1%
480000000	1	< 0.1%
463547000	1	< 0.1%
393856000	1	< 0.1%

m7_total_ads_watched
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	99
Distinct (%)	< 0.1%
Missing	12126
Missing (%)	4.2%
Infinite	0
Infinite (%)	0.0%
Mean	3.136538213

Minimum	0
Maximum	225
Zeros	87802
Zeros (%)	30.3%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2
Q3	4
95-th percentile	11
Maximum	225
Range	225
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	4.303224108
Coefficient of variation (CV)	1.371966103
Kurtosis	109.2136595
Mean	3.136538213
Median Absolute Deviation (MAD)	2
Skewness	5.444467996
Sum	872196
Variance	18.51773772
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	87802	30.3%
2	36602	12.6%
1	33838	11.7%
3	29584	10.2%
4	22145	7.6%
5	16465	5.7%
6	12280	4.2%
7	9108	3.1%
8	6812	2.3%
9	5100	1.8%
Other values (89)	18340	6.3%
(Missing)	12126	4.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	87802	30.3%
1	33838	11.7%
2	36602	12.6%
3	29584	10.2%
4	22145	7.6%

Value	Count	Frequency (%)
225	1	< 0.1%
201	1	< 0.1%
168	1	< 0.1%
157	1	< 0.1%
150	2	< 0.1%

m7_total_purchases_real
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct	420
Distinct (%)	0.2%
Missing	12136
Missing (%)	4.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.02715617875

Minimum	0
Maximum	96.69
Zeros	276181
Zeros (%)	95.2%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	96.69
Range	96.69
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.6803171839
Coefficient of variation (CV)	25.05202187
Kurtosis	5490.762121
Mean	0.02715617875
Median Absolute Deviation (MAD)	0
Skewness	61.0267545
Sum	7551.21
Variance	0.4628314707
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	276181	95.2%
1.99	287	0.1%
0.48	164	0.1%
0.49	114	< 0.1%
4.98	81	< 0.1%
0.99	75	< 0.1%
0.37	52	< 0.1%
2.99	43	< 0.1%
3.99	41	< 0.1%
0.11	35	< 0.1%
Other values (410)	993	0.3%
(Missing)	12136	4.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	276181	95.2%
0.11	35	< 0.1%
0.13	1	< 0.1%
0.14	3	< 0.1%
0.22	10	< 0.1%

Value	Count	Frequency (%)
96.69	1	< 0.1%
79.91	1	< 0.1%
73.94	1	< 0.1%
73.93	1	< 0.1%
71.85	1	< 0.1%

m7_geo_country
Categorical

HIGH CARDINALITY
MISSING

Distinct	219
Distinct (%)	0.1%
Missing	11683
Missing (%)	4.0%
Memory size	2.2 MiB

United States	46931
Mexico	35342
Brazil	13653
France	11597
Russia	11128
Other values (214)	159868

Overview
Categories

Unique

Unique	16 ?
Unique (%)	< 0.1%

Sample

1st row	Honduras
2nd row	Belgium
3rd row	Vietnam
4th row	Taiwan
5th row	Bangladesh

Common Values

Value	Count	Frequency (%)
United States	46931	16.2%
Mexico	35342	12.2%
Brazil	13653	4.7%
France	11597	4.0%
Russia	11128	3.8%
India	9836	3.4%
Germany	9511	3.3%
United Kingdom	8678	3.0%
Turkey	8597	3.0%
Colombia	7054	2.4%
Other values (209)	116192	40.0%
(Missing)	11683	4.0%

m7_days_played_in_month
Real number (ℝ)

MISSING
SKEWED
ZEROS

Distinct	21
Distinct (%)	< 0.1%
Missing	12124
Missing (%)	4.2%
Infinite	0
Infinite (%)	0.0%
Mean	575.9721014

Minimum	-1
Maximum	9999999
Zeros	167164
Zeros (%)	57.6%
Negative	890
Negative (%)	0.3%
Memory size	2.2 MiB

Quantile statistics

Minimum	-1
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	9999999
Range	10000000
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	75851.62562
Coefficient of variation (CV)	131.6932286
Kurtosis	17375.18749
Mean	575.9721014
Median Absolute Deviation (MAD)	0
Skewness	131.8220866
Sum	160165170
Variance	5753469110
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
0	167164	57.6%
1	74949	25.8%
2	22532	7.8%
3	7723	2.7%
4	2849	1.0%
5	1110	0.4%
-1	890	0.3%
6	450	0.2%
7	202	0.1%
8	89	< 0.1%
Other values (11)	120	< 0.1%
(Missing)	12124	4.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	890	0.3%
0	167164	57.6%
1	74949	25.8%
2	22532	7.8%
3	7723	2.7%

Value	Count	Frequency (%)
9999999	16	< 0.1%
20	1	< 0.1%
19	1	< 0.1%
18	3	< 0.1%
15	1	< 0.1%

m7_virtual_currency_balance
Real number (ℝ_≥0)

MISSING
SKEWED

Distinct	19021
Distinct (%)	6.8%
Missing	12122
Missing (%)	4.2%
Infinite	0
Infinite (%)	0.0%
Mean	514456.9694

Minimum	0
Maximum	2146000000
Zeros	17
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	482
Q1	3371
median	6615
Q3	8063
95-th percentile	11190
Maximum	2146000000
Range	2146000000
Interquartile range (IQR)	4692

Descriptive statistics

Standard deviation	22495531.54
Coefficient of variation (CV)	43.7267505
Kurtosis	3732.30852
Mean	514456.9694
Median Absolute Deviation (MAD)	2081
Skewness	57.97532777
Sum	1.43060194 × 10¹¹
Variance	5.060489394 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99614700	120	< 0.1%
7379	73	< 0.1%
7125	71	< 0.1%
7482	71	< 0.1%
7359	70	< 0.1%
7431	69	< 0.1%
7181	69	< 0.1%
7503	69	< 0.1%
7582	68	< 0.1%
7502	68	< 0.1%
Other values (19011)	277332	95.6%
(Missing)	12122	4.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	17	< 0.1%
1	17	< 0.1%
2	10	< 0.1%
3	21	< 0.1%
4	23	< 0.1%

Value	Count	Frequency (%)
2146000000	1	< 0.1%
2094751978	1	< 0.1%
2094103882	1	< 0.1%
2000000000	1	< 0.1%
1996140000	1	< 0.1%

m8_event_timestamp
Categorical

HIGH CARDINALITY
MISSING

Distinct	278920
Distinct (%)	> 99.9%
Missing	11269
Missing (%)	3.9%
Memory size	2.2 MiB

2022-02-14 01:24:00.226 UTC	2
2022-02-19 15:27:27.571 UTC	2
2022-02-06 17:41:58.684 UTC	2
2022-02-13 17:40:39.244 UTC	2
2022-02-12 15:58:48.975 UTC	2
Other values (278915)	278923

Overview
Categories

Unique

Unique	278907 ?
Unique (%)	> 99.9%

Sample

1st row	2022-03-14 02:00:19.959 UTC
2nd row	2022-02-04 21:22:30.976 UTC
3rd row	2022-02-19 04:33:45.547 UTC
4th row	2022-02-25 09:13:24.8 UTC
5th row	2022-02-15 15:03:07.339 UTC

Common Values

Value	Count	Frequency (%)
2022-02-14 01:24:00.226 UTC	2	< 0.1%
2022-02-19 15:27:27.571 UTC	2	< 0.1%
2022-02-06 17:41:58.684 UTC	2	< 0.1%
2022-02-13 17:40:39.244 UTC	2	< 0.1%
2022-02-12 15:58:48.975 UTC	2	< 0.1%
2022-02-10 17:54:53.904 UTC	2	< 0.1%
2022-02-28 14:25:29.862 UTC	2	< 0.1%
2022-02-19 14:07:20.712 UTC	2	< 0.1%
2022-02-24 16:29:17.559 UTC	2	< 0.1%
2022-02-19 02:10:59.482 UTC	2	< 0.1%
Other values (278910)	278913	96.1%
(Missing)	11269	3.9%

m8_mission_completed
Real number (ℝ_≥0)

CONSTANT
MISSING
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	9107
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%
Mean	10

Minimum	10
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	10
5-th percentile	10
Q1	10
median	10
Q3	10
95-th percentile	10
Maximum	10
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	0
Kurtosis	0
Mean	10
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	2810950
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
10	281095	96.9%
(Missing)	9107	3.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
10	281095	96.9%

Value	Count	Frequency (%)
10	281095	96.9%

m8_mission_id
Categorical

HIGH CARDINALITY
MISSING

Distinct	148
Distinct (%)	0.1%
Missing	9107
Missing (%)	3.1%
Memory size	2.2 MiB

Mission86	146601
Mission19	46260
Mission6	37037
Mission12	26992
Mission114	14492
Other values (143)	9713

Overview
Categories

Unique

Unique	62 ?
Unique (%)	< 0.1%

Sample

1st row	Mission6
2nd row	Mission86
3rd row	Mission86
4th row	Mission12
5th row	Mission86

Common Values

Value	Count	Frequency (%)
Mission86	146601	50.5%
Mission19	46260	15.9%
Mission6	37037	12.8%
Mission12	26992	9.3%
Mission114	14492	5.0%
Mission3	5916	2.0%
Mission11	2301	0.8%
Mission109	408	0.1%
Mission115	284	0.1%
Mission10	142	< 0.1%
Other values (138)	662	0.2%
(Missing)	9107	3.1%

m8_mission_difficulty
Real number (ℝ_≥0)

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	9107
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.787434853

Minimum	1
Maximum	3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	2
Q3	2
95-th percentile	2
Maximum	3
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.4091927678
Coefficient of variation (CV)	0.2289273744
Kurtosis	-0.02503389961
Mean	1.787434853
Median Absolute Deviation (MAD)	0
Skewness	-1.403889876
Sum	502439
Variance	0.1674387212
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
2	221328	76.3%
1	59759	20.6%
3	8	< 0.1%
(Missing)	9107	3.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	59759	20.6%
2	221328	76.3%
3	8	< 0.1%

Value	Count	Frequency (%)
3	8	< 0.1%
2	221328	76.3%
1	59759	20.6%

m8_mission_stars_collected
Real number (ℝ_≥0)

MISSING
SKEWED

Distinct	37
Distinct (%)	< 0.1%
Missing	9107
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%
Mean	10.43431224

Minimum	0
Maximum	1769
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	8
Q1	10
median	11
Q3	11
95-th percentile	11
Maximum	1769
Range	1769
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	3.508464489
Coefficient of variation (CV)	0.3362430035
Kurtosis	224670.2079
Mean	10.43431224
Median Absolute Deviation (MAD)	0
Skewness	449.6543826
Sum	2933033
Variance	12.30932307
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=37)

Value	Count	Frequency (%)
11	154557	53.3%
10	66466	22.9%
9	29626	10.2%
8	17073	5.9%
12	11606	4.0%
13	1160	0.4%
14	267	0.1%
16	93	< 0.1%
15	90	< 0.1%
7	67	< 0.1%
Other values (27)	90	< 0.1%
(Missing)	9107	3.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2	< 0.1%
1	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	5	< 0.1%

Value	Count	Frequency (%)
1769	1	< 0.1%
274	1	< 0.1%
117	1	< 0.1%
95	1	< 0.1%
47	1	< 0.1%

m8_day_auto_increment
Real number (ℝ)

MISSING
SKEWED
ZEROS

Distinct	43
Distinct (%)	< 0.1%
Missing	9110
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%
Mean	1815.352824

Minimum	-1
Maximum	10000001
Zeros	134830
Zeros (%)	46.5%
Negative	892
Negative (%)	0.3%
Memory size	2.2 MiB

Quantile statistics

Minimum	-1
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	4
Maximum	10000001
Range	10000002
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	134685.9013
Coefficient of variation (CV)	74.19268558
Kurtosis	5506.705996
Mean	1815.352824
Median Absolute Deviation (MAD)	1
Skewness	74.22039352
Sum	510281156
Variance	1.814029201 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
0	134830	46.5%
1	80858	27.9%
2	32623	11.2%
3	15194	5.2%
4	7548	2.6%
5	4009	1.4%
6	2052	0.7%
7	1140	0.4%
-1	892	0.3%
8	648	0.2%
Other values (33)	1298	0.4%
(Missing)	9110	3.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	892	0.3%
0	134830	46.5%
1	80858	27.9%
2	32623	11.2%
3	15194	5.2%

Value	Count	Frequency (%)
10000001	1	< 0.1%
10000000	7	< 0.1%
9999999	43	< 0.1%
109	1	< 0.1%
51	1	< 0.1%

m8_lifetime_played_runs
Real number (ℝ_≥0)

MISSING

Distinct	191
Distinct (%)	0.1%
Missing	9986
Missing (%)	3.4%
Infinite	0
Infinite (%)	0.0%
Mean	9.049222742

Minimum	0
Maximum	454
Zeros	144
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	5
median	7
Q3	10
95-th percentile	20
Maximum	454
Range	454
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	7.762275921
Coefficient of variation (CV)	0.8577837171
Kurtosis	226.8826405
Mean	9.049222742
Median Absolute Deviation (MAD)	2
Skewness	8.950230877
Sum	2535737
Variance	60.25292747
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5	35692	12.3%
6	35389	12.2%
7	30225	10.4%
4	28669	9.9%
8	25482	8.8%
9	20034	6.9%
10	15839	5.5%
3	12650	4.4%
11	12339	4.3%
12	9893	3.4%
Other values (181)	54004	18.6%
(Missing)	9986	3.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	144	< 0.1%
1	391	0.1%
2	5832	2.0%
3	12650	4.4%
4	28669	9.9%

Value	Count	Frequency (%)
454	1	< 0.1%
402	1	< 0.1%
387	1	< 0.1%
383	1	< 0.1%
319	1	< 0.1%

m8_max_run_distance
Real number (ℝ_≥0)

MISSING

Distinct	8090
Distinct (%)	2.9%
Missing	9987
Missing (%)	3.4%
Infinite	0
Infinite (%)	0.0%
Mean	2999.682933

Minimum	0
Maximum	57880
Zeros	144
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	1580
Q1	2196
median	2739
Q3	3531
95-th percentile	5226
Maximum	57880
Range	57880
Interquartile range (IQR)	1335

Descriptive statistics

Standard deviation	1213.395111
Coefficient of variation (CV)	0.4045077892
Kurtosis	23.66712248
Mean	2999.682933
Median Absolute Deviation (MAD)	634
Skewness	2.20950389
Sum	840556153
Variance	1472327.696
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2306	184	0.1%
2384	164	0.1%
2276	159	0.1%
2170	159	0.1%
2440	156	0.1%
2277	156	0.1%
2159	156	0.1%
2445	156	0.1%
2344	155	0.1%
2684	155	0.1%
Other values (8080)	278615	96.0%
(Missing)	9987	3.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	144	< 0.1%
121	1	< 0.1%
124	1	< 0.1%
130	1	< 0.1%
131	1	< 0.1%

Value	Count	Frequency (%)
57880	1	< 0.1%
27342	1	< 0.1%
26452	1	< 0.1%
24648	1	< 0.1%
22371	1	< 0.1%

m8_total_purchases_virtual
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct	2352
Distinct (%)	0.8%
Missing	9993
Missing (%)	3.4%
Infinite	0
Infinite (%)	0.0%
Mean	56265.67873

Minimum	0
Maximum	1243550000
Zeros	103590
Zeros (%)	35.7%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1500
Q3	6000
95-th percentile	11000
Maximum	1243550000
Range	1243550000
Interquartile range (IQR)	6000

Descriptive statistics

Standard deviation	3629319.494
Coefficient of variation (CV)	64.50325627
Kurtosis	81381.51106
Mean	56265.67873
Median Absolute Deviation (MAD)	1500
Skewness	265.9184824
Sum	1.576614957 × 10¹⁰
Variance	1.317195999 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	103590	35.7%
1500	28805	9.9%
4000	12685	4.4%
5500	9997	3.4%
6000	9288	3.2%
7500	9107	3.1%
3000	8980	3.1%
8000	7998	2.8%
4500	7315	2.5%
7000	7262	2.5%
Other values (2342)	75182	25.9%
(Missing)	9993	3.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	103590	35.7%
500	5277	1.8%
1000	7104	2.4%
1500	28805	9.9%
2000	5117	1.8%

Value	Count	Frequency (%)
1243550000	1	< 0.1%
1093650000	1	< 0.1%
480000000	1	< 0.1%
463547000	1	< 0.1%
393856000	1	< 0.1%

m8_total_ads_watched
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	107
Distinct (%)	< 0.1%
Missing	9990
Missing (%)	3.4%
Infinite	0
Infinite (%)	0.0%
Mean	3.940127475

Minimum	0
Maximum	230
Zeros	85238
Zeros (%)	29.4%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	6
95-th percentile	13
Maximum	230
Range	230
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	5.070770277
Coefficient of variation (CV)	1.286955894
Kurtosis	69.41168966
Mean	3.940127475
Median Absolute Deviation (MAD)	3
Skewness	4.377760905
Sum	1104071
Variance	25.7127112
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	85238	29.4%
2	28569	9.8%
3	28548	9.8%
4	24361	8.4%
1	21794	7.5%
5	19187	6.6%
6	15179	5.2%
7	11753	4.0%
8	9139	3.1%
9	7130	2.5%
Other values (97)	29314	10.1%
(Missing)	9990	3.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	85238	29.4%
1	21794	7.5%
2	28569	9.8%
3	28548	9.8%
4	24361	8.4%

Value	Count	Frequency (%)
230	1	< 0.1%
201	1	< 0.1%
182	1	< 0.1%
168	1	< 0.1%
164	1	< 0.1%

m8_total_purchases_real
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct	458
Distinct (%)	0.2%
Missing	10000
Missing (%)	3.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.03123949865

Minimum	0
Maximum	96.69
Zeros	277867
Zeros (%)	95.7%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	96.69
Range	96.69
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.7203635376
Coefficient of variation (CV)	23.05938215
Kurtosis	5346.183676
Mean	0.03123949865
Median Absolute Deviation (MAD)	0
Skewness	59.82408446
Sum	8753.37
Variance	0.5189236263
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	277867	95.7%
1.99	373	0.1%
0.48	200	0.1%
0.49	146	0.1%
0.99	96	< 0.1%
4.98	92	< 0.1%
0.37	75	< 0.1%
2.99	47	< 0.1%
3.99	41	< 0.1%
0.11	41	< 0.1%
Other values (448)	1224	0.4%
(Missing)	10000	3.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	277867	95.7%
0.11	41	< 0.1%
0.13	1	< 0.1%
0.14	3	< 0.1%
0.22	13	< 0.1%

Value	Count	Frequency (%)
96.69	1	< 0.1%
92.53	1	< 0.1%
79.91	1	< 0.1%
73.94	1	< 0.1%
73.93	1	< 0.1%

m8_geo_country
Categorical

HIGH CARDINALITY
MISSING

Distinct	220
Distinct (%)	0.1%
Missing	9620
Missing (%)	3.3%
Memory size	2.2 MiB

United States	47437
Mexico	35551
Brazil	13733
France	11656
Russia	11191
Other values (215)	161014

Overview
Categories

Unique

Unique	16 ?
Unique (%)	< 0.1%

Sample

1st row	Honduras
2nd row	Belgium
3rd row	Vietnam
4th row	Taiwan
5th row	Bangladesh

Common Values

Value	Count	Frequency (%)
United States	47437	16.3%
Mexico	35551	12.3%
Brazil	13733	4.7%
France	11656	4.0%
Russia	11191	3.9%
India	9865	3.4%
Germany	9607	3.3%
United Kingdom	8753	3.0%
Turkey	8660	3.0%
Colombia	7086	2.4%
Other values (210)	117043	40.3%
(Missing)	9620	3.3%

m8_days_played_in_month
Real number (ℝ)

MISSING
SKEWED
ZEROS

Distinct	24
Distinct (%)	< 0.1%
Missing	9988
Missing (%)	3.4%
Infinite	0
Infinite (%)	0.0%
Mean	571.6900012

Minimum	-1
Maximum	9999999
Zeros	154675
Zeros (%)	53.3%
Negative	930
Negative (%)	0.3%
Memory size	2.2 MiB

Quantile statistics

Minimum	-1
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	3
Maximum	9999999
Range	10000000
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	75561.98852
Coefficient of variation (CV)	132.1730105
Kurtosis	17508.68749
Mean	571.6900012
Median Absolute Deviation (MAD)	0
Skewness	132.3274821
Sum	160195542
Variance	5709614109
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	154675	53.3%
1	81277	28.0%
2	26719	9.2%
3	9919	3.4%
4	3870	1.3%
5	1570	0.5%
-1	930	0.3%
6	648	0.2%
7	295	0.1%
8	156	0.1%
Other values (14)	155	0.1%
(Missing)	9988	3.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	930	0.3%
0	154675	53.3%
1	81277	28.0%
2	26719	9.2%
3	9919	3.4%

Value	Count	Frequency (%)
9999999	16	< 0.1%
22	1	< 0.1%
20	1	< 0.1%
19	1	< 0.1%
18	1	< 0.1%

m8_virtual_currency_balance
Real number (ℝ_≥0)

MISSING
SKEWED

Distinct	20351
Distinct (%)	7.3%
Missing	9986
Missing (%)	3.4%
Infinite	0
Infinite (%)	0.0%
Mean	516968.9238

Minimum	0
Maximum	2146000000
Zeros	31
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	422
Q1	3059
median	6990
Q3	8750
95-th percentile	12244
Maximum	2146000000
Range	2146000000
Interquartile range (IQR)	5691

Descriptive statistics

Standard deviation	22494395.24
Coefficient of variation (CV)	43.51208401
Kurtosis	3718.002159
Mean	516968.9238
Median Absolute Deviation (MAD)	2566
Skewness	57.85087579
Sum	1.44862964 × 10¹¹
Variance	5.059978174 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99614700	121	< 0.1%
7484	68	< 0.1%
7921	64	< 0.1%
7516	64	< 0.1%
7950	63	< 0.1%
7703	62	< 0.1%
7844	62	< 0.1%
7874	62	< 0.1%
8022	61	< 0.1%
7641	61	< 0.1%
Other values (20341)	279528	96.3%
(Missing)	9986	3.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	31	< 0.1%
1	29	< 0.1%
2	22	< 0.1%
3	24	< 0.1%
4	23	< 0.1%

Value	Count	Frequency (%)
2146000000	1	< 0.1%
2094750978	1	< 0.1%
2094102882	1	< 0.1%
2000000000	1	< 0.1%
1996140000	1	< 0.1%

m8_event_timestamp_1
Categorical

HIGH CARDINALITY
MISSING

Distinct	281076
Distinct (%)	> 99.9%
Missing	9107
Missing (%)	3.1%
Memory size	2.2 MiB

2022-02-25 23:13:04.132 UTC	2
2022-02-22 21:27:40.712 UTC	2
2022-02-20 19:15:59.314 UTC	2
2022-02-27 18:18:28.43 UTC	2
2022-02-08 14:12:42.064 UTC	2
Other values (281071)	281085

Overview
Categories

Unique

Unique	281057 ?
Unique (%)	> 99.9%

Sample

1st row	2022-03-14 02:01:13.236 UTC
2nd row	2022-02-04 21:24:52.568 UTC
3rd row	2022-02-19 04:39:52.859 UTC
4th row	2022-02-25 09:14:40.943 UTC
5th row	2022-02-15 15:04:46.376 UTC

Common Values

Value	Count	Frequency (%)
2022-02-25 23:13:04.132 UTC	2	< 0.1%
2022-02-22 21:27:40.712 UTC	2	< 0.1%
2022-02-20 19:15:59.314 UTC	2	< 0.1%
2022-02-27 18:18:28.43 UTC	2	< 0.1%
2022-02-08 14:12:42.064 UTC	2	< 0.1%
2022-02-11 11:50:23.685 UTC	2	< 0.1%
2022-02-04 17:01:53.509 UTC	2	< 0.1%
2022-03-02 15:05:29.103 UTC	2	< 0.1%
2022-02-14 22:54:12.746 UTC	2	< 0.1%
2022-02-06 00:04:28.573 UTC	2	< 0.1%
Other values (281066)	281075	96.9%
(Missing)	9107	3.1%

m9_mission_completed
Real number (ℝ_≥0)

CONSTANT
MISSING
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	6003
Missing (%)	2.1%
Infinite	0
Infinite (%)	0.0%
Mean	11

Minimum	11
Maximum	11
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	11
5-th percentile	11
Q1	11
median	11
Q3	11
95-th percentile	11
Maximum	11
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	0
Kurtosis	0
Mean	11
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	3126189
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
11	284199	97.9%
(Missing)	6003	2.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
11	284199	97.9%

Value	Count	Frequency (%)
11	284199	97.9%

m9_mission_id
Categorical

HIGH CARDINALITY
MISSING

Distinct	157
Distinct (%)	0.1%
Missing	6003
Missing (%)	2.1%
Memory size	2.2 MiB

Mission86	107546
Mission6	49855
Mission12	49805
Mission19	36882
Mission10	21763
Other values (152)	18348

Overview
Categories

Unique

Unique	74 ?
Unique (%)	< 0.1%

Sample

1st row	Mission86
2nd row	Mission19
3rd row	Mission12
4th row	Mission86
5th row	Mission12

Common Values

Value	Count	Frequency (%)
Mission86	107546	37.1%
Mission6	49855	17.2%
Mission12	49805	17.2%
Mission19	36882	12.7%
Mission10	21763	7.5%
Mission114	11595	4.0%
Mission3	3598	1.2%
Mission11	1764	0.6%
Mission109	264	0.1%
Mission66	209	0.1%
Other values (147)	918	0.3%
(Missing)	6003	2.1%

m9_mission_difficulty
Real number (ℝ_≥0)

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	6003
Missing (%)	2.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.689186098

Minimum	1
Maximum	3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	2
Q3	2
95-th percentile	2
Maximum	3
Range	2
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4628960034
Coefficient of variation (CV)	0.2740349354
Kurtosis	-1.330463131
Mean	1.689186098
Median Absolute Deviation (MAD)	0
Skewness	-0.8165708825
Sum	480065
Variance	0.21427271
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
2	195848	67.5%
1	88342	30.4%
3	9	< 0.1%
(Missing)	6003	2.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	88342	30.4%
2	195848	67.5%
3	9	< 0.1%

Value	Count	Frequency (%)
3	9	< 0.1%
2	195848	67.5%
1	88342	30.4%

m9_mission_stars_collected
Real number (ℝ_≥0)

MISSING
SKEWED

Distinct	39
Distinct (%)	< 0.1%
Missing	6003
Missing (%)	2.1%
Infinite	0
Infinite (%)	0.0%
Mean	12.1372489

Minimum	0
Maximum	1769
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	10
Q1	12
median	12
Q3	13
95-th percentile	13
Maximum	1769
Range	1769
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	3.499333887
Coefficient of variation (CV)	0.2883135969
Kurtosis	223681.6886
Mean	12.1372489
Median Absolute Deviation (MAD)	1
Skewness	447.0676165
Sum	3449394
Variance	12.24533765
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
12	108855	37.5%
13	104543	36.0%
11	40989	14.1%
10	19974	6.9%
14	6555	2.3%
9	1695	0.6%
15	1045	0.4%
16	248	0.1%
17	110	< 0.1%
8	56	< 0.1%
Other values (29)	129	< 0.1%
(Missing)	6003	2.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2	< 0.1%
2	1	< 0.1%
3	2	< 0.1%
4	1	< 0.1%
5	1	< 0.1%

Value	Count	Frequency (%)
1769	1	< 0.1%
277	1	< 0.1%
117	2	< 0.1%
96	1	< 0.1%
68	1	< 0.1%

m9_day_auto_increment
Real number (ℝ)

MISSING
SKEWED
ZEROS

Distinct	47
Distinct (%)	< 0.1%
Missing	6005
Missing (%)	2.1%
Infinite	0
Infinite (%)	0.0%
Mean	1795.796015

Minimum	-1
Maximum	10000001
Zeros	118514
Zeros (%)	40.8%
Negative	977
Negative (%)	0.3%
Memory size	2.2 MiB

Quantile statistics

Minimum	-1
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	5
Maximum	10000001
Range	10000002
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	133948.2505
Coefficient of variation (CV)	74.58990296
Kurtosis	5567.588347
Mean	1795.796015
Median Absolute Deviation (MAD)	1
Skewness	74.6294122
Sum	510359840
Variance	1.794213381 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
0	118514	40.8%
1	82486	28.4%
2	37345	12.9%
3	19220	6.6%
4	10337	3.6%
5	6047	2.1%
6	3430	1.2%
7	2014	0.7%
8	1237	0.4%
-1	977	0.3%
Other values (37)	2590	0.9%
(Missing)	6005	2.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	977	0.3%
0	118514	40.8%
1	82486	28.4%
2	37345	12.9%
3	19220	6.6%

Value	Count	Frequency (%)
10000001	1	< 0.1%
10000000	7	< 0.1%
9999999	43	< 0.1%
109	1	< 0.1%
62	1	< 0.1%

m9_lifetime_played_runs
Real number (ℝ_≥0)

MISSING

Distinct	206
Distinct (%)	0.1%
Missing	6900
Missing (%)	2.4%
Infinite	0
Infinite (%)	0.0%
Mean	11.47989778

Minimum	0
Maximum	454
Zeros	163
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	4
Q1	6
median	9
Q3	14
95-th percentile	27
Maximum	454
Range	454
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	9.499458579
Coefficient of variation (CV)	0.8274863386
Kurtosis	122.678536
Mean	11.47989778
Median Absolute Deviation (MAD)	3
Skewness	6.496672063
Sum	3252278
Variance	90.2397133
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	29038	10.0%
7	28201	9.7%
8	25170	8.7%
5	24711	8.5%
9	21368	7.4%
10	18156	6.3%
11	15096	5.2%
4	14350	4.9%
12	12831	4.4%
13	10728	3.7%
Other values (196)	83653	28.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	163	0.1%
1	377	0.1%
2	5091	1.8%
3	4830	1.7%
4	14350	4.9%

Value	Count	Frequency (%)
454	1	< 0.1%
403	1	< 0.1%
387	1	< 0.1%
384	1	< 0.1%
363	1	< 0.1%

m9_max_run_distance
Real number (ℝ_≥0)

MISSING

Distinct	8441
Distinct (%)	3.0%
Missing	6901
Missing (%)	2.4%
Infinite	0
Infinite (%)	0.0%
Mean	3159.500609

Minimum	0
Maximum	57880
Zeros	163
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	1672
Q1	2315
median	2892
Q3	3717
95-th percentile	5489
Maximum	57880
Range	57880
Interquartile range (IQR)	1402

Descriptive statistics

Standard deviation	1268.508629
Coefficient of variation (CV)	0.401490231
Kurtosis	20.60441209
Mean	3159.500609
Median Absolute Deviation (MAD)	663
Skewness	2.139955719
Sum	895089682
Variance	1609114.143
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2384	166	0.1%
0	163	0.1%
2653	161	0.1%
2440	158	0.1%
2489	155	0.1%
2344	154	0.1%
2369	152	0.1%
2317	151	0.1%
2629	150	0.1%
2306	150	0.1%
Other values (8431)	281741	97.1%
(Missing)	6901	2.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	163	0.1%
103	1	< 0.1%
114	1	< 0.1%
123	1	< 0.1%
124	1	< 0.1%

Value	Count	Frequency (%)
57880	1	< 0.1%
27342	1	< 0.1%
26452	1	< 0.1%
24648	1	< 0.1%
22371	1	< 0.1%

m9_total_purchases_virtual
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct	2411
Distinct (%)	0.9%
Missing	6907
Missing (%)	2.4%
Infinite	0
Infinite (%)	0.0%
Mean	58778.63491

Minimum	0
Maximum	1245420000
Zeros	93916
Zeros (%)	32.4%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2500
Q3	7500
95-th percentile	14500
Maximum	1245420000
Range	1245420000
Interquartile range (IQR)	7500

Descriptive statistics

Standard deviation	3703293.026
Coefficient of variation (CV)	63.00406656
Kurtosis	75191.8921
Mean	58778.63491
Median Absolute Deviation (MAD)	2500
Skewness	253.8750147
Sum	1.665169338 × 10¹⁰
Variance	1.371437924 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	93916	32.4%
1500	26641	9.2%
4000	11930	4.1%
5500	9103	3.1%
7500	8827	3.0%
6000	8649	3.0%
3000	8450	2.9%
8000	8410	2.9%
9000	7725	2.7%
4500	6842	2.4%
Other values (2401)	92802	32.0%
(Missing)	6907	2.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	93916	32.4%
500	4688	1.6%
1000	6688	2.3%
1500	26641	9.2%
2000	4759	1.6%

Value	Count	Frequency (%)
1245420000	1	< 0.1%
1093650000	1	< 0.1%
480000000	1	< 0.1%
463547000	1	< 0.1%
434526000	1	< 0.1%

m9_total_ads_watched
Real number (ℝ_≥0)

MISSING
ZEROS

Distinct	118
Distinct (%)	< 0.1%
Missing	6903
Missing (%)	2.4%
Infinite	0
Infinite (%)	0.0%
Mean	5.06795647

Minimum	0
Maximum	235
Zeros	82694
Zeros (%)	28.5%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	7
95-th percentile	17
Maximum	235
Range	235
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	6.53949883
Coefficient of variation (CV)	1.290362076
Kurtosis	38.60651724
Mean	5.06795647
Median Absolute Deviation (MAD)	3
Skewness	3.635488227
Sum	1435747
Variance	42.76504494
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	82694	28.5%
3	24663	8.5%
4	22828	7.9%
2	21508	7.4%
5	19374	6.7%
1	16983	5.9%
6	15922	5.5%
7	13120	4.5%
8	10571	3.6%
9	8600	3.0%
Other values (108)	47036	16.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	82694	28.5%
1	16983	5.9%
2	21508	7.4%
3	24663	8.5%
4	22828	7.9%

Value	Count	Frequency (%)
235	1	< 0.1%
228	1	< 0.1%
202	1	< 0.1%
172	1	< 0.1%
167	1	< 0.1%

m9_total_purchases_real
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct	495
Distinct (%)	0.2%
Missing	6913
Missing (%)	2.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.03475087278

Minimum	0
Maximum	96.69
Zeros	280577
Zeros (%)	96.7%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	96.69
Range	96.69
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.746069545
Coefficient of variation (CV)	21.46908797
Kurtosis	4814.114173
Mean	0.03475087278
Median Absolute Deviation (MAD)	0
Skewness	56.55787071
Sum	9844.54
Variance	0.5566197659
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	280577	96.7%
1.99	440	0.2%
0.48	224	0.1%
0.49	163	0.1%
0.99	133	< 0.1%
4.98	109	< 0.1%
0.37	85	< 0.1%
2.99	51	< 0.1%
0.11	49	< 0.1%
0.38	45	< 0.1%
Other values (485)	1413	0.5%
(Missing)	6913	2.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	280577	96.7%
0.11	49	< 0.1%
0.13	1	< 0.1%
0.14	3	< 0.1%
0.22	13	< 0.1%

Value	Count	Frequency (%)
96.69	1	< 0.1%
92.53	1	< 0.1%
79.91	1	< 0.1%
73.94	1	< 0.1%
73.93	1	< 0.1%

m9_geo_country
Categorical

HIGH CARDINALITY
MISSING

Distinct	220
Distinct (%)	0.1%
Missing	6624
Missing (%)	2.3%
Memory size	2.2 MiB

United States	48054
Mexico	35836
Brazil	13839
France	11758
Russia	11288
Other values (215)	162803

Overview
Categories

Unique

Unique	14 ?
Unique (%)	< 0.1%

Sample

1st row	Honduras
2nd row	Belgium
3rd row	Vietnam
4th row	Taiwan
5th row	Bangladesh

Common Values

Value	Count	Frequency (%)
United States	48054	16.6%
Mexico	35836	12.3%
Brazil	13839	4.8%
France	11758	4.1%
Russia	11288	3.9%
India	9923	3.4%
Germany	9757	3.4%
United Kingdom	8896	3.1%
Turkey	8750	3.0%
Colombia	7144	2.5%
Other values (210)	118333	40.8%

m9_days_played_in_month
Real number (ℝ)

MISSING
SKEWED
ZEROS

Distinct	25
Distinct (%)	< 0.1%
Missing	6902
Missing (%)	2.4%
Infinite	0
Infinite (%)	0.0%
Mean	565.6290611

Minimum	-1
Maximum	9999999
Zeros	140325
Zeros (%)	48.4%
Negative	1014
Negative (%)	0.3%
Memory size	2.2 MiB

Quantile statistics

Minimum	-1
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	3
Maximum	9999999
Range	10000000
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	75149.33222
Coefficient of variation (CV)	132.8597439
Kurtosis	17701.56248
Mean	565.6290611
Median Absolute Deviation (MAD)	1
Skewness	133.0542653
Sum	160242713
Variance	5647422132
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
0	140325	48.4%
1	85282	29.4%
2	32372	11.2%
3	13397	4.6%
4	5829	2.0%
5	2680	0.9%
6	1253	0.4%
-1	1014	0.3%
7	525	0.2%
8	298	0.1%
Other values (15)	325	0.1%
(Missing)	6902	2.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	1014	0.3%
0	140325	48.4%
1	85282	29.4%
2	32372	11.2%
3	13397	4.6%

Value	Count	Frequency (%)
9999999	16	< 0.1%
24	1	< 0.1%
22	1	< 0.1%
20	1	< 0.1%
19	4	< 0.1%

m9_virtual_currency_balance
Real number (ℝ_≥0)

MISSING
SKEWED

Distinct	22539
Distinct (%)	8.0%
Missing	6900
Missing (%)	2.4%
Infinite	0
Infinite (%)	0.0%
Mean	526127.7774

Minimum	0
Maximum	2146000000
Zeros	23
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	378
Q1	2676
median	7116
Q3	9300
95-th percentile	13712
Maximum	2146000000
Range	2146000000
Interquartile range (IQR)	6624

Descriptive statistics

Standard deviation	22641697.96
Coefficient of variation (CV)	43.03459907
Kurtosis	3625.795438
Mean	526127.7774
Median Absolute Deviation (MAD)	3123
Skewness	57.10313797
Sum	1.490530516 × 10¹¹
Variance	5.126464866 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99614700	122	< 0.1%
471	70	< 0.1%
401	69	< 0.1%
474	67	< 0.1%
483	66	< 0.1%
443	64	< 0.1%
499	63	< 0.1%
469	62	< 0.1%
416	62	< 0.1%
398	60	< 0.1%
Other values (22529)	282597	97.4%
(Missing)	6900	2.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	23	< 0.1%
1	29	< 0.1%
2	30	< 0.1%
3	19	< 0.1%
4	31	< 0.1%

Value	Count	Frequency (%)
2146000000	1	< 0.1%
2094750478	1	< 0.1%
2094102382	1	< 0.1%
1999990000	1	< 0.1%
1996140000	1	< 0.1%

m9_event_timestamp
Categorical

HIGH CARDINALITY
MISSING

Distinct	284181
Distinct (%)	> 99.9%
Missing	6003
Missing (%)	2.1%
Memory size	2.2 MiB

2022-02-11 11:50:27.89 UTC	2
2022-02-08 16:25:18.637 UTC	2
2022-02-05 18:55:45.186 UTC	2
2022-02-26 18:09:41.963 UTC	2
2022-02-23 11:02:08.635 UTC	2
Other values (284176)	284189

Overview
Categories

Unique

Unique	284163 ?
Unique (%)	> 99.9%

Sample

1st row	2022-03-14 02:03:20.305 UTC
2nd row	2022-02-04 21:25:05.659 UTC
3rd row	2022-02-20 03:44:26.355 UTC
4th row	2022-02-25 09:16:37.834 UTC
5th row	2022-02-15 17:08:28.601 UTC

Common Values

Value	Count	Frequency (%)
2022-02-11 11:50:27.89 UTC	2	< 0.1%
2022-02-08 16:25:18.637 UTC	2	< 0.1%
2022-02-05 18:55:45.186 UTC	2	< 0.1%
2022-02-26 18:09:41.963 UTC	2	< 0.1%
2022-02-23 11:02:08.635 UTC	2	< 0.1%
2022-02-03 05:26:32.919 UTC	2	< 0.1%
2022-02-16 14:48:55.453 UTC	2	< 0.1%
2022-02-07 23:24:15.767 UTC	2	< 0.1%
2022-02-28 09:31:21.692 UTC	2	< 0.1%
2022-02-13 13:12:04.29 UTC	2	< 0.1%
Other values (284171)	284179	97.9%
(Missing)	6003	2.1%

m10_mission_completed
Real number (ℝ_≥0)

CONSTANT
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12

Minimum	12
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	12
5-th percentile	12
Q1	12
median	12
Q3	12
95-th percentile	12
Maximum	12
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	0
Kurtosis	0
Mean	12
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	3482424
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
12	290202	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
12	290202	100.0%

Value	Count	Frequency (%)
12	290202	100.0%

m10_mission_id
Categorical

HIGH CARDINALITY

Distinct	184
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

Mission12	87103
Mission10	62860
Mission6	39974
Mission66	35299
Mission86	27526
Other values (179)	37440

Overview
Categories

Unique

Unique	77 ?
Unique (%)	< 0.1%

Sample

1st row	Mission12
2nd row	Mission86
3rd row	Mission114
4th row	Mission10
5th row	Mission6

Common Values

Value	Count	Frequency (%)
Mission12	87103	30.0%
Mission10	62860	21.7%
Mission6	39974	13.8%
Mission66	35299	12.2%
Mission86	27526	9.5%
Mission19	23954	8.3%
Mission114	7138	2.5%
Mission3	3278	1.1%
Mission11	1063	0.4%
Mission7	904	0.3%
Other values (174)	1103	0.4%

m10_mission_difficulty
Real number (ℝ_≥0)

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.486412912

Minimum	1
Maximum	3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	2
Maximum	3
Range	2
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4999196221
Coefficient of variation (CV)	0.3363262105
Kurtosis	-1.9936128
Mean	1.486412912
Median Absolute Deviation (MAD)	0
Skewness	0.05560983201
Sum	431360
Variance	0.2499196285
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=3)

Value	Count	Frequency (%)
1	149059	51.4%
2	141128	48.6%
3	15	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	149059	51.4%
2	141128	48.6%
3	15	< 0.1%

Value	Count	Frequency (%)
3	15	< 0.1%
2	141128	48.6%
1	149059	51.4%

m10_mission_stars_collected
Real number (ℝ_≥0)

SKEWED

Distinct	38
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.98637156

Minimum	2
Maximum	1772
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	2
5-th percentile	12
Q1	14
median	14
Q3	14
95-th percentile	15
Maximum	1772
Range	1770
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.444662085
Coefficient of variation (CV)	0.2462870423
Kurtosis	233909.6648
Mean	13.98637156
Median Absolute Deviation (MAD)	0
Skewness	459.9123883
Sum	4058873
Variance	11.86569688
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
14	184085	63.4%
15	58969	20.3%
13	19352	6.7%
12	17385	6.0%
11	5443	1.9%
16	2913	1.0%
10	980	0.3%
17	696	0.2%
18	150	0.1%
19	56	< 0.1%
Other values (28)	173	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2	1	< 0.1%
3	2	< 0.1%
4	2	< 0.1%
6	3	< 0.1%
7	14	< 0.1%

Value	Count	Frequency (%)
1772	1	< 0.1%
280	1	< 0.1%
118	1	< 0.1%
117	1	< 0.1%
96	1	< 0.1%

m10_day_auto_increment
Real number (ℝ)

SKEWED
ZEROS

Distinct	55
Distinct (%)	< 0.1%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	1862.601914

Minimum	-1
Maximum	10000001
Zeros	94600
Zeros (%)	32.6%
Negative	1084
Negative (%)	0.4%
Memory size	2.2 MiB

Quantile statistics

Minimum	-1
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	6
Maximum	10000001
Range	10000002
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	136397.89
Coefficient of variation (CV)	73.2297594
Kurtosis	5369.185303
Mean	1862.601914
Median Absolute Deviation (MAD)	1
Skewness	73.2881184
Sum	540528938
Variance	1.86043844 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	94600	32.6%
1	80031	27.6%
2	42822	14.8%
3	25139	8.7%
4	15620	5.4%
5	10171	3.5%
6	6514	2.2%
7	4330	1.5%
8	2894	1.0%
9	1994	0.7%
Other values (45)	6086	2.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	1084	0.4%
0	94600	32.6%
1	80031	27.6%
2	42822	14.8%
3	25139	8.7%

Value	Count	Frequency (%)
10000001	2	< 0.1%
10000000	7	< 0.1%
9999999	45	< 0.1%
109	1	< 0.1%
65	1	< 0.1%

m10_lifetime_played_runs
Real number (ℝ_≥0)

Distinct	242
Distinct (%)	0.1%
Missing	940
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	15.84257179

Minimum	0
Maximum	632
Zeros	196
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	5
Q1	8
median	13
Q3	20
95-th percentile	37
Maximum	632
Range	632
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	12.77525316
Coefficient of variation (CV)	0.8063875825
Kurtosis	74.64472792
Mean	15.84257179
Median Absolute Deviation (MAD)	5
Skewness	4.93376733
Sum	4582654
Variance	163.2070934
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8	19407	6.7%
7	18702	6.4%
9	18449	6.4%
10	17553	6.0%
11	15708	5.4%
6	15594	5.4%
12	14682	5.1%
13	13305	4.6%
14	12304	4.2%
15	11075	3.8%
Other values (232)	132483	45.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	196	0.1%
1	388	0.1%
2	4452	1.5%
3	3960	1.4%
4	4662	1.6%

Value	Count	Frequency (%)
632	1	< 0.1%
454	1	< 0.1%
408	1	< 0.1%
406	1	< 0.1%
389	1	< 0.1%

m10_max_run_distance
Real number (ℝ_≥0)

Distinct	9051
Distinct (%)	3.1%
Missing	941
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	3369.438334

Minimum	0
Maximum	57880
Zeros	196
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	1789
Q1	2462
median	3087
Q3	3963
95-th percentile	5885
Maximum	57880
Range	57880
Interquartile range (IQR)	1501

Descriptive statistics

Standard deviation	1357.10294
Coefficient of variation (CV)	0.4027682971
Kurtosis	16.88191894
Mean	3369.438334
Median Absolute Deviation (MAD)	713
Skewness	2.035860869
Sum	974647102
Variance	1841728.39
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	196	0.1%
2653	149	0.1%
2384	146	0.1%
2790	146	0.1%
2675	145	< 0.1%
2644	144	< 0.1%
2629	143	< 0.1%
2672	143	< 0.1%
2540	142	< 0.1%
2656	142	< 0.1%
Other values (9041)	287765	99.2%
(Missing)	941	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	196	0.1%
102	1	< 0.1%
103	1	< 0.1%
112	1	< 0.1%
119	1	< 0.1%

Value	Count	Frequency (%)
57880	1	< 0.1%
28891	1	< 0.1%
28463	1	< 0.1%
27342	1	< 0.1%
26452	1	< 0.1%

m10_total_purchases_virtual
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	2647
Distinct (%)	0.9%
Missing	945
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	62448.06566

Minimum	0
Maximum	1245420000
Zeros	77704
Zeros (%)	26.8%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	4500
Q3	10500
95-th percentile	20500
Maximum	1245420000
Range	1245420000
Interquartile range (IQR)	10500

Descriptive statistics

Standard deviation	3667774.164
Coefficient of variation (CV)	58.73319094
Kurtosis	76535.39253
Mean	62448.06566
Median Absolute Deviation (MAD)	4500
Skewness	255.9361843
Sum	1.806354013 × 10¹⁰
Variance	1.345256732 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	77704	26.8%
1500	22288	7.7%
4000	10400	3.6%
10000	8617	3.0%
9000	8007	2.8%
5500	7540	2.6%
8000	7538	2.6%
6000	7418	2.6%
3000	7369	2.5%
7500	7082	2.4%
Other values (2637)	125294	43.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	77704	26.8%
500	3793	1.3%
1000	5981	2.1%
1500	22288	7.7%
2000	4019	1.4%

Value	Count	Frequency (%)
1245420000	1	< 0.1%
1093650000	1	< 0.1%
480000000	1	< 0.1%
463547000	1	< 0.1%
434526000	1	< 0.1%

m10_total_ads_watched
Real number (ℝ_≥0)

ZEROS

Distinct	161
Distinct (%)	0.1%
Missing	942
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	7.248347507

Minimum	0
Maximum	239
Zeros	79406
Zeros (%)	27.4%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	4
Q3	10
95-th percentile	25
Maximum	239
Range	239
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	9.834051944
Coefficient of variation (CV)	1.356730197
Kurtosis	23.96244219
Mean	7.248347507
Median Absolute Deviation (MAD)	4
Skewness	3.42233104
Sum	2096657
Variance	96.70857764
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	79406	27.4%
4	18300	6.3%
3	17924	6.2%
5	17350	6.0%
2	15726	5.4%
1	15473	5.3%
6	15042	5.2%
7	13175	4.5%
8	11320	3.9%
9	9730	3.4%
Other values (151)	75814	26.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	79406	27.4%
1	15473	5.3%
2	15726	5.4%
3	17924	6.2%
4	18300	6.3%

Value	Count	Frequency (%)
239	1	< 0.1%
230	1	< 0.1%
205	1	< 0.1%
195	1	< 0.1%
190	1	< 0.1%

m10_total_purchases_real
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	565
Distinct (%)	0.2%
Missing	949
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.04151759878

Minimum	0
Maximum	133.93
Zeros	286034
Zeros (%)	98.6%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	133.93
Range	133.93
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.849605554
Coefficient of variation (CV)	20.46374499
Kurtosis	5592.587987
Mean	0.04151759878
Median Absolute Deviation (MAD)	0
Skewness	59.05094756
Sum	12009.09
Variance	0.7218295974
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	286034	98.6%
1.99	508	0.2%
0.48	254	0.1%
0.49	182	0.1%
0.99	175	0.1%
4.98	127	< 0.1%
0.37	90	< 0.1%
2.99	57	< 0.1%
0.11	53	< 0.1%
0.38	45	< 0.1%
Other values (555)	1728	0.6%
(Missing)	949	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	286034	98.6%
0.11	53	< 0.1%
0.13	2	< 0.1%
0.14	5	< 0.1%
0.22	14	< 0.1%

Value	Count	Frequency (%)
133.93	1	< 0.1%
98.88	1	< 0.1%
96.69	1	< 0.1%
92.53	1	< 0.1%
79.91	1	< 0.1%

m10_geo_country
Categorical

HIGH CARDINALITY

Distinct	220
Distinct (%)	0.1%
Missing	964
Missing (%)	0.3%
Memory size	2.2 MiB

United States	49312
Mexico	36411
Brazil	14057
France	11974
Russia	11473
Other values (215)	166011

Overview
Categories

Unique

Unique	15 ?
Unique (%)	< 0.1%

Sample

1st row	Honduras
2nd row	Belgium
3rd row	Vietnam
4th row	Taiwan
5th row	Bangladesh

Common Values

Value	Count	Frequency (%)
United States	49312	17.0%
Mexico	36411	12.5%
Brazil	14057	4.8%
France	11974	4.1%
Russia	11473	4.0%
India	10028	3.5%
Germany	9970	3.4%
United Kingdom	9131	3.1%
Turkey	8919	3.1%
Colombia	7234	2.5%
Other values (210)	120729	41.6%

m10_days_played_in_month
Real number (ℝ)

SKEWED
ZEROS

Distinct	27
Distinct (%)	< 0.1%
Missing	941
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	588.8525484

Minimum	-1
Maximum	9999999
Zeros	120598
Zeros (%)	41.6%
Negative	1121
Negative (%)	0.4%
Memory size	2.2 MiB

Quantile statistics

Minimum	-1
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	4
Maximum	9999999
Range	10000000
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	76659.75277
Coefficient of variation (CV)	130.1849724
Kurtosis	17010.64704
Mean	588.8525484
Median Absolute Deviation (MAD)	1
Skewness	130.4320874
Sum	170332077
Variance	5876717695
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
0	120598	41.6%
1	86994	30.0%
2	40052	13.8%
3	19525	6.7%
4	9929	3.4%
5	5267	1.8%
6	2673	0.9%
7	1408	0.5%
-1	1121	0.4%
8	715	0.2%
Other values (17)	979	0.3%
(Missing)	941	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	1121	0.4%
0	120598	41.6%
1	86994	30.0%
2	40052	13.8%
3	19525	6.7%

Value	Count	Frequency (%)
9999999	17	< 0.1%
25	1	< 0.1%
23	2	< 0.1%
22	2	< 0.1%
21	1	< 0.1%

m10_virtual_currency_balance
Real number (ℝ_≥0)

SKEWED

Distinct	26343
Distinct (%)	9.1%
Missing	940
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	531300.5006

Minimum	0
Maximum	2146000000
Zeros	33
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	392
Q1	2538
median	7124
Q3	10508
95-th percentile	16465.9
Maximum	2146000000
Range	2146000000
Interquartile range (IQR)	7970

Descriptive statistics

Standard deviation	22733591.82
Coefficient of variation (CV)	42.78857594
Kurtosis	3561.37168
Mean	531300.5006
Median Absolute Deviation (MAD)	4001
Skewness	56.61148308
Sum	1.536850454 × 10¹¹
Variance	5.168161968 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99614700	119	< 0.1%
425	71	< 0.1%
495	68	< 0.1%
408	68	< 0.1%
475	66	< 0.1%
473	65	< 0.1%
499	65	< 0.1%
376	63	< 0.1%
483	62	< 0.1%
366	61	< 0.1%
Other values (26333)	288554	99.4%
(Missing)	940	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	33	< 0.1%
1	16	< 0.1%
2	34	< 0.1%
3	25	< 0.1%
4	25	< 0.1%

Value	Count	Frequency (%)
2146000000	1	< 0.1%
2094750278	1	< 0.1%
2094101882	1	< 0.1%
2000000000	1	< 0.1%
1996140000	1	< 0.1%

m10_event_timestamp
Categorical

HIGH CARDINALITY

Distinct	290184
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Memory size	2.2 MiB

2022-02-12 14:57:45.443 UTC	2
2022-02-07 21:32:23.001 UTC	2
2022-02-05 16:57:04.037 UTC	2
2022-02-26 06:09:33.514 UTC	2
2022-02-19 13:28:13.917 UTC	2
Other values (290179)	290192

Overview
Categories

Unique

Unique	290166 ?
Unique (%)	> 99.9%

Sample

1st row	2022-03-14 02:05:01.562 UTC
2nd row	2022-02-04 21:26:53.862 UTC
3rd row	2022-02-20 03:50:41.292 UTC
4th row	2022-03-02 09:22:12.536 UTC
5th row	2022-02-15 17:16:44.864 UTC

Common Values

Value	Count	Frequency (%)
2022-02-12 14:57:45.443 UTC	2	< 0.1%
2022-02-07 21:32:23.001 UTC	2	< 0.1%
2022-02-05 16:57:04.037 UTC	2	< 0.1%
2022-02-26 06:09:33.514 UTC	2	< 0.1%
2022-02-19 13:28:13.917 UTC	2	< 0.1%
2022-02-26 07:17:21.943 UTC	2	< 0.1%
2022-02-14 01:37:47.616 UTC	2	< 0.1%
2022-02-18 20:28:07.442 UTC	2	< 0.1%
2022-02-11 11:50:37.468 UTC	2	< 0.1%
2022-02-11 15:56:09.066 UTC	2	< 0.1%
Other values (290174)	290182	> 99.9%

target_max_day_played
Real number (ℝ_≥0)

SKEWED
ZEROS

Distinct	123
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2005.166574

Minimum	0
Maximum	10000005
Zeros	23409
Zeros (%)	8.1%
Negative	0
Negative (%)	0.0%
Memory size	2.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	4
Q3	8
95-th percentile	21
Maximum	10000005
Range	10000005
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	141358.1479
Coefficient of variation (CV)	70.49696007
Kurtosis	4998.569068
Mean	2005.166574
Median Absolute Deviation (MAD)	3
Skewness	70.71445823
Sum	581903350
Variance	1.998212597 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	36196	12.5%
2	35972	12.4%
3	31532	10.9%
4	26356	9.1%
0	23409	8.1%
5	21898	7.5%
6	18121	6.2%
7	14678	5.1%
8	12177	4.2%
9	10122	3.5%
Other values (113)	59741	20.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	23409	8.1%
1	36196	12.5%
2	35972	12.4%
3	31532	10.9%
4	26356	9.1%

Value	Count	Frequency (%)
10000005	1	< 0.1%
10000004	1	< 0.1%
10000001	6	< 0.1%
10000000	21	< 0.1%
9999999	29	< 0.1%

Overview

Variables

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values

Common Values